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Book : Unity 2020 By Example A Project-based Guide To...
-Titulo Original : Unity 2020 By Example A Project-based Guide To Building 2d, 3d, Augmented Reality, And Virtual Reality Games From Scratch, 3rd Edition-Fabricante : Packt Publishing-Descripcion Original: Learn Unity game development with C# through a series of practical projects ranging from building a simple 2D game to adding AR/VR experiences and machine learning capabilities in a simple yet effective way Key Features Gain a high-level overview of the Unity game engine while building your own games portfolio Discover best practices for implementing game animation, game physics, shaders, and effects Create fully featured apps, including Space shooter and a 2D adventure game, and develop AR/VR experiences and Game AI agents Book Description The Unity game engine, used by millions of developers around the world, is popular thanks to its features that enable you to create games and 3D apps for desktop and mobile platforms in no time. With Unity 2020, this state-of-the-art game engine introduces enhancements in Unity tooling, editor, and workflow, among many other additions. The third edition of this Unity book is updated to the new features in Unity 2020 and modern game development practices. Once youve quickly got to grips with the fundamentals of Unity game development, youll create a collection, a twin-stick shooter, and a 2D adventure game. Youll then explore advanced topics such as machine learning, virtual reality, and augmented reality by building complete projects using the latest game tool kit. As you implement concepts in practice, this book will ensure that you come away with a clear understanding of Unity game development. By the end of the book, youll have a firm foundation in Unity development using C#, which can be applied to other engines and programming languages. Youll also be able to create several real-world projects to add to your professional game development portfolio. What you will learn Learn the fundamentals of game development, including GameObjects, components, and scenes Develop a variety of games in C# and explore the brand new sprite shaping tool for Unity 3D and 2D games Handle player controls and input functionality for your Unity games Implement AI techniques such as pathfinding, finite state machines, and machine learning using Unity ML-Agents Create virtual and augmented reality games using UnityVR and AR Foundation Explore the cutting-edge features of Unity 2020 and how they can be used to improve your games Who this book is for If you are a game developer or programmer new to Unity and want to get up and running with the game engine in a hands-on way, this book is for you. Unity developers looking to work on practical projects to explore new features in Unity 2020 will find this book useful. A basic understanding of C# programming is required. Table of Contents Exploring the Fundamentals of Unity Creating a Collection Game Creating a Space Shooter Continuing the Space Shooter Game Creating a 2D Adventure Game Continuing the 2D Adventure Completing the 2D Adventure Creating Artificial Intelligence Continuing with Intelligent Enemies Evolving AI using ML-Agents Entering Virtual Reality Completing the VR Game Creating an Augmented Reality Game Using AR Foundation Completing the AR game with the Universal Render Pipeline About the Author Robert Wells is a senior game developer at Hopster. Robert is a knowledgeable game developer with 10 years experience in all aspects of game development, with expertise in Unity and C#. Robert has worked on a number of educational games for iOS and Android, which have been featured by Apple. He has released 10 assets on the Unity Asset Store. He writes tutorials and articles about games development on his website... -
Precio: $135,159.00
Book : Scaling Agile With Jira Align A Practical Guide To...
-Titulo Original : Scaling Agile With Jira Align A Practical Guide To Strategically Scaling Agile Across Teams, Programs, And Portfolios In Enterprises-Fabricante : Packt Publishing-Descripcion Original: Accelerate business value delivery with Jira Align, the enterprise agile planning platform, by connecting strategy with execution to maximize outcomes Key Features Improve coordination and transparency between multiple programs, products, and business portfolios Increase customer satisfaction by responding quickly to ever-evolving customer needs Deliver higher quality products faster and more predictably with real-time insights and OKR tracking Book Description Jira Align is a platform purpose-built for enterprises to connect strategy with execution and drive transparency, consistency, and predictability at all levels of scale. The platform supports business value delivery in agile frameworks such as LeSS, DAD, and SAFe. It also caters to organizations that mix agile with waterfall to support scaled bimodal delivery. Starting with an introduction to the platform and its features, this book takes you through the foundational building blocks of Jira Align. Youll learn how an organization can benefit from implementing Jira Align and understand how to connect dimensions such as people, work, time, and outcomes. The book takes you through the typical steps for implementing Jira Align for maximizing outcomes and helps you solve common team, program, and portfolio-level challenges by enhancing visibility, tracking dependencies and risks, and using reports for real-time, distributed decision making. Throughout the book, youll explore features such as remote agile ceremonies, live roadmaps, and objectives and key results (OKRs). Youll also get to grips with lean portfolio management, financial reporting, and using the program board for planning and execution. By the end of this book, youll be well versed in the key features of Jira Align and be able to leverage them to support all levels of agile at scale. What you will learn Understand Jira Aligns key factors for success Find out how you can connect people, work, time, and outcomes with Jira Align Navigate and collaborate in Jira Align Scale team agility to the portfolio and enterprise Delve into planning and execution, including roadmaps and predictability metrics Implement lean portfolio management and OKRs Get to grips with handling bimodal and hybrid delivery Enable advanced data security and analytics in Jira Align Who this book is for This book is for portfolio managers, program managers, product managers, product owners, executives, release train engineers, and scrum masters who want to empower their teams to deliver the right things at the right time and quickly respond to changes in the market. Familiarity with agile frameworks and Jira Software is necessary; the book will teach you the rest. Table of Contents Introducing Jira Align Implementing Jira Align Using Jira Align Team Challenges Program Planning Challenges Program Execution Challenges Portfolio Challenges Bimodal Development, Advanced Data Security and Analytics About the Author Dean MacNeil has been passionate about agile practices and tools since before they were called agile, having pioneered a form of iterative and incremental product delivery at the worlds leading music company in the mid-1990s. As an Atlassian Certified Consultant and Enterprise Agile Coach, MacNeil has helped companies of diverse sizes and verticals, including some of the worlds largest and fastest-growing companies, to improve business agility and outcomes. MacNeil also writes about music and is a lifelong musician. He lives in Los Angeles where he enjoys hiking, biking, and sailing with his son. Aslam Cader is a software professional with over 10 years of experience working with teams at all levels to solve complex business problems while improving business productivity and agility. As an Atlassian Certified Consultant, Cader has helped companies standardize business processes around lean, agile, ALM, ITSM, DevOps and digital transformation programs. He is particularly passionate about s... -
Precio: $185,629.00
Book : Multi-cloud Architecture And Governance Leverage...
-Titulo Original : Multi-cloud Architecture And Governance Leverage Azure, Aws, Gcp, And Vmware Vsphere To Build Effective Multi-cloud Solutions-Fabricante : Packt Publishing-Descripcion Original: A comprehensive guide to architecting, managing, implementing, and controlling multi-cloud environments Key Features Deliver robust multi-cloud environments and improve your business productivity Stay in control of the cost, governance, development, security, and continuous improvement of your multi-cloud solution Integrate different solutions, principles, and practices into one multi-cloud foundation Book Description Multi-cloud has emerged as one of the top cloud computing trends, with businesses wanting to reduce their reliance on only one vendor. But when organizations shift to multiple cloud services without a clear strategy, they may face certain difficulties, in terms of how to stay in control, how to keep all the different components secure, and how to execute the cross-cloud development of applications. This book combines best practices from different cloud adoption frameworks to help you find solutions to these problems. With step-by-step explanations of essential concepts and practical examples, youll begin by planning the foundation, creating the architecture, designing the governance model, and implementing tools, processes, and technologies to manage multi-cloud environments. Youll then discover how to design workload environments using different cloud propositions, understand how to optimize the use of these cloud technologies, and automate and monitor the environments. As you advance, youll delve into multi-cloud governance, defining clear demarcation models and management processes. Finally, youll learn about managing identities in multi-cloud: whos doing what, why, when, and where By the end of this book, youll be able to create, implement, and manage multi-cloud architectures with confidence What you will learn Get to grips with the core functions of multiple cloud platforms Deploy, automate, and secure different cloud solutions Design network strategy and get to grips with identity and access management for multi-cloud Design a landing zone spanning multiple cloud platforms Use automation, monitoring, and management tools for multi-cloud Understand multi-cloud management with the principles of BaseOps, FinOps, SecOps, and DevOps Define multi-cloud security policies and use cloud security tools Test, integrate, deploy, and release using multi-cloud CI/CD pipelines Who this book is for This book is for architects and lead engineers involved in architecting multi-cloud environments, with a focus on getting governance right to stay in control of developments in multi-cloud. Basic knowledge of different cloud platforms (Azure, AWS, GCP, VMWare, and OpenStack) and understanding of IT governance is necessary. Table of Contents Introduction to Multi-Cloud Business Acceleration Using a Multi-Cloud Strategy Getting Connected - Designing Connectivity Service Designs for Multi-Cloud Managing the Enterprise Cloud Architecture Designing, Implementing, and Managing the Landing Zone Designing Resilience and Performance Defining Automation Tools and Processes Defining and Using Monitoring and Management Tools Managing Licenses Defining Principles for Resource Provisioning and Consumption Defining Naming Conventions and Tagging Validating and Managing Bills Defining Security Policies Implementing Identity and Access Management Defining Security Policies for Data Implementing and Integrating Security Monitoring Designing and Implementing CI/CD Pipelines Introducing AIOps in Multi-Cloud Introducing Site Reliability Engineering in Multi-Cloud About the Author After his study in Journalism, Jeroen (born 1970) started his career as editor for Dutch newspapers. In 2000 he joined the IT company Origin, as communication specialist in cross-media platforms. At (Atos) Origin and Atos he has fulfilled many roles, lastly as principal architect. Since 2017 he works for Fujitsu, where he boarded as sr. lead architect. In 2020 he got promoted to Head of Applications and Multi-Cloud Service... -
Precio: $126,589.00
Book : Building Analytics Teams Harnessing Analytics And...
-Titulo Original : Building Analytics Teams Harnessing Analytics And Artificial Intelligence For Business Improvement-Fabricante : Packt Publishing-Descripcion Original: Master the skills necessary to hire and manage a team of highly skilled individuals to design, build, and implement applications and systems based on advanced analytics and AI Key Features Learn to create an operationally effective advanced analytics team in a corporate environment Select and undertake projects that have a high probability of success and deliver the improved top and bottom-line results Understand how to create relationships with executives, senior managers, peers, and subject matter experts that lead to team collaboration, increased funding, and long-term success for you and your team Book Description In Building Analytics Teams, John K. Thompson, with his 30 years of experience and expertise, illustrates the fundamental concepts of building and managing a high-performance analytics team, including what to do, who to hire, projects to undertake, and what to avoid in the journey of building an analytically sound team. The core processes in creating an effective analytics team and the importance of the business decision-making life cycle are explored to help achieve initial and sustainable success. The book demonstrates the various traits of a successful and high-performing analytics team and then delineates the path to achieve this with insights on the mindset, advanced analytics models, and predictions based on data analytics. It also emphasizes the significance of the macro and micro processes required to evolve in response to rapidly changing business needs. The book dives into the methods and practices of managing, developing, and leading an analytics team. Once youve brought the team up to speed, the book explains how to govern executive expectations and select winning projects. By the end of this book, you will have acquired the knowledge to create an effective business analytics team and develop a production environment that delivers ongoing operational improvements for your organization. What you will learn Avoid organizational and technological pitfalls of moving from a defined project to a production environment Enable team members to focus on higher-value work and tasks Build Advanced Analytics and Artificial Intelligence (AA&AI) functions in an organization Outsource certain projects to competent and capable third parties Support the operational areas that intend to invest in business intelligence, descriptive statistics, and small-scale predictive analytics Analyze the operational area, the processes, the data, and the organizational resistance Who this book is for This book is for senior executives, senior and junior managers, and those who are working as part of a team that is accountable for designing, building, delivering and ensuring business success through advanced analytics and artificial intelligence systems and applications. At least 5 to 10 years of experience in driving your organization to a higher level of efficiency will be helpful. Table of Contents An Overview of Successful and High-Performing Analytics Teams Building an Analytics Team Managing and Growing an Analytics Team Leadership for Analytics Teams Managing Executive Expectations Ensuring Engagement with Business Professionals Selecting Winning Projects Operationalizing Analytics - How to Move from Projects to Production Managing the New Analytical Ecosystem The Future of Analytics - What Will We See Next? Review Successful analytics require a multifaceted set of tasks in a well-managed process, and Thompson knows how to make it work. His deep experience comes through on every page. -- Thomas H. Davenport, Distinguished Professor, Babson College and Research Fellow, MIT Initiative on the Digital Economy, Author of Competing on Analytics and The AI Advantage Johns book is the most detailed, real-world roadmap Ive read for organizations that want to become analytics-driven. -- Bill Schmarzo, Chief Innovation Officer, Hitachi Ventara With this book, executive ...
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Precio: $158,579.00
Book : Pentesting Industrial Control Systems An Ethical...
-Titulo Original : Pentesting Industrial Control Systems An Ethical Hackers Guide To Analyzing, Compromising, Mitigating, And Securing Industrial Processes-Fabricante : Packt Publishing-Descripcion Original: Discover modern tactics, techniques, and procedures for pentesting industrial control systems Key Features Become well-versed with offensive ways of defending your industrial control systems Learn about industrial network protocols, threat hunting, Active Directory compromises, SQL injection, and much more Build offensive and defensive skills to combat industrial cyber threats Book Description The industrial cybersecurity domain has grown significantly in recent years. To completely secure critical infrastructure, red teams must be employed to continuously test and exploit the security integrity of a companys people, processes, and products. This pentesting book takes a slightly different approach than most by helping you to gain hands-on experience with equipment that youll come across in the field. This will enable you to understand how industrial equipment interacts and operates within an operational environment. Youll start by getting to grips with the basics of industrial processes, and then see how to create and break the process, along with gathering open source intel to create a threat landscape for your potential customer. As you advance, youll find out how to install and utilize offensive techniques used by professional hackers. Throughout the book, youll explore industrial equipment, port and service discovery, pivoting, and much more, before finally launching attacks against systems in an industrial network. By the end of this penetration testing book, youll not only understand how to analyze and navigate the intricacies of an industrial control system (ICS), but youll also have developed essential offensive and defensive skills to proactively protect industrial networks from modern cyberattacks. What you will learn Set up a starter-kit ICS lab with both physical and virtual equipment Perform open source intel-gathering pre-engagement to help map your attack landscape Get to grips with the Standard Operating Procedures (SOPs) for penetration testing on industrial equipment Understand the principles of traffic spanning and the importance of listening to customer networks Gain fundamental knowledge of ICS communication Connect physical operational technology to engineering workstations and supervisory control and data acquisition (SCADA) software Get hands-on with directory scanning tools to map web-based SCADA solutions Who this book is for If you are an ethical hacker, penetration tester, automation engineer, or IT security professional looking to maintain and secure industrial networks from adversaries, this book is for you. A basic understanding of cybersecurity and recent cyber events will help you get the most out of this book. Table of Contents Using Virtualization Route the Hardware I Love My Bits - Lab Setup Open Source Ninja Span Me If You Can Packet Deep Dive Scanning 101 Protocols 202 Ninja 308 I Can Do It 420 Whoot... I Have To Go Deep I See the Future Pwnd but with Remorse About the Author Paul Smith has spent close to 20 years in the automation control space, tackling the red herring problems that are thrown his way. He has handled unique issues such as measurement imbalances resulting from flare sensor saturation, database migration mishaps, and many more. This ultimately led to the later part of his career, where he has been spending most of his time in the industrial cybersecurity space pioneering the use of new security technology in the energy, utility, and critical infrastructure sectors, and helping develop cybersecurity strategies through the use of red team/pentest engagements, cybersecurity risk assessments, and tabletop exercises for some of the worlds largest government contractors, industrial organizations, and municipalities... -
Precio: $303,909.00
Book : Devops Culture And Practice With Openshift Deliver...
-Titulo Original : Devops Culture And Practice With Openshift Deliver Continuous Business Value Through People, Processes, And Technology-Fabricante : Packt Publishing-Descripcion Original: A practical guide to making the best use of the OpenShift container platform based on the real-life experiences, practices, and culture within Red Hat Open Innovation Labs Key Features Learn how modern software companies deliver business outcomes that matter by focusing on DevOps culture and practices Adapt Open Innovation Labs culture and foundational practices from the Open Practice Library Implement a metrics-driven approach to application, platform, and product, understanding what to measure and how to learn and pivot Book Description DevOps Culture and Practice with OpenShift features many different real-world practices - some people-related, some process-related, some technology-related - to facilitate successful DevOps, and in turn OpenShift, adoption within your organization. It introduces many DevOps concepts and tools to connect culture and practice through a continuous loop of discovery, pivots, and delivery underpinned by a foundation of collaboration and software engineering. Containers and container-centric application lifecycle management are now an industry standard, and OpenShift has a leading position in a flourishing market of enterprise Kubernetes-based product offerings. DevOps Culture and Practice with OpenShift provides a roadmap for building empowered product teams within your organization. This guide brings together lean, agile, design thinking, DevOps, culture, facilitation, and hands-on technical enablement all in one book. Through a combination of real-world stories, a practical case study, facilitation guides, and technical implementation details, DevOps Culture and Practice with OpenShift provides tools and techniques to build a DevOps culture within your organization on Red Hats OpenShift Container Platform. What you will learn Implement successful DevOps practices and in turn OpenShift within your organization Deal with segregation of duties in a continuous delivery world Understand automation and its significance through an application-centric view Manage continuous deployment strategies, such as A/B, rolling, canary, and blue-green Leverage OpenShifts Jenkins capability to execute continuous integration pipelines Manage and separate configuration from static runtime software Master communication and collaboration enabling delivery of superior software products at scale through continuous discovery and continuous delivery Who this book is for This book is for anyone with an interest in DevOps practices with OpenShift or other Kubernetes platforms. This DevOps book gives software architects, developers, and infra-ops engineers a practical understanding of OpenShift, how to use it efficiently for the effective deployment of application architectures, and how to collaborate with users and stakeholders to deliver business-impacting outcomes. Table of Contents Introduction Start with Why Introducing DevOps and Some Tools The Journey Ahead Open Culture Open Environment and Open Leadership Open Technical Practices - Beginnings, Starting Right Open Technical Practices - the Midpoint Discovering the Why and Who Discovering the How Setting Outcomes The Options Pivot Doing Delivery Measure and Learn Build It Run It Own It Improve It Sustain It About the Author Tim Beattie is Global Head of Product and a Senior Principal Engagement Lead for Red Hat Open Innovation Labs. His career in product delivery spans 20 years as an agile and lean transformation coach. Mike Hepburn is Global Principal Architect for Red Hat Open Innovation Labs and helps customers transform their ways of working. Noel O’Connor is a Senior Principal Architect in Red Hat’s EMEA Solutions Practice specializing in cloud-native application and integration architectures. Donal Spring is a Senior Architect for Red Hat Open Innovation Labs. He works in the delivery teams tackling anything thats needed - from coaching to coding and writing tests... -
Book : Zabbix 5 It Infrastructure Monitoring Cookbook...
-Titulo Original : Zabbix 5 It Infrastructure Monitoring Cookbook Explore The New Features Of Zabbix 5 For Designing, Building, And Maintaining Your Zabbix Setup-Fabricante : Packt Publishing-Descripcion Original: Discover practical recipes to help you efficiently monitor enterprise IT infrastructure for Windows, Linux, and networking Key Features Find out how you can leverage some of the most exciting features of Zabbix 5 Perform professional IT infrastructure and application monitoring on multiple platforms Discover easy-to-follow, practical solutions to problems in network monitoring with Zabbix Book Description Zabbix offers useful insights into your infrastructure performance and issues and enables you to enhance your monitoring setup with its variety of powerful features. This book covers hands-on, easy-to-follow recipes for using Zabbix 5 for effectively monitoring the performance of devices and applications over networks. The book starts by guiding you through the installation of Zabbix and using the Zabbix frontend. Youll then work your way through the most prominent features of Zabbix and make the right design choices for building a scalable and easily manageable environment. The book contains recipes for building items and triggers for different types of monitoring, building templates, and using Zabbix proxies. As you advance, youll learn how to use the Zabbix API for customization and manage your Zabbix server and database efficiently. Finally, youll find quick solutions to the common and not-so-common problems that you may encounter in your everyday Zabbix monitoring work. By the end of this Zabbix book, youll have learned how to use Zabbix for all your monitoring needs and be able to build a solid Zabbix setup by leveraging its key functionalities. What you will learn Explore the different types of monitoring available in Zabbix 5 Find out how to build your own Zabbix templates Use Zabbix proxies for effective load balancing/scaling Work with custom integrations and the Zabbix API Set up triggers and alerting with Zabbix 5 Maintain your Zabbix setup for scaling, backups, and upgrades Discover how to perform advanced Zabbix database management Monitor cloud-based products such as Amazon Web Services (AWS), Azure, and Docker Who this book is for This book is for IT engineers who want to get started with Zabbix and anyone with an intermediate understanding of Zabbix looking to extend their knowledge. Although not necessary, prior experience with Zabbix will help you to make the most of this book. Table of Contents Getting started with Zabbix and user management Setting up Zabbix monitoring Working with triggers and alerts Building your own structured templates Visualizing data, inventory and reporting Using discovery for automatic creation Setting up Zabbix proxies Integrating Zabbix with External services Extending Zabbix functionality with custom scripts and Zabbix API Maintaining your Zabbix Setup Advanced Zabbix database management Bringing Zabbix to the cloud with Zabbix cloud integration About the Author Nathan Liefting, also known as Larcorba, is an IT consultant, trainer, and content creator (artist). He has more than 6 years of professional experience in IT. His experience ranges from managing networks running EVPN/VXLAN to Linux environments and programming. Nathan started working with Zabbix in 2016, when it was still at Zabbix 2 and Zabbix 3 was just released. He now works for Opensource ICT Solutions BV in the Netherlands as a Zabbix trainer and consultant, designing and building professional Zabbix environments and Zabbix components for some of the biggest companies around the world. Brian van Baekel quickly discovered how powerful Zabbix is during his career as a network engineer. Ever since, he has been working with Zabbix in various (large) environments, leading to his official Zabbix Certified Trainer certification in early 2017. In 2018, Brian founded Opensource ICT Solutions BV in the Netherlands and Opensource ICT Solutions LLC in the USA. Both companies primarily focus on building Zabbix environments all over the world. Fun fact: even his cat is named Zab... -
Precio: $188,399.00
Book : Industrial Cybersecurity Efficiently Monitor The...
-Titulo Original : Industrial Cybersecurity Efficiently Monitor The Cybersecurity Posture Of Your Ics Environment, 2nd Edition-Fabricante : Packt Publishing-Descripcion Original: Get up and running with industrial cybersecurity monitoring with this hands-on book, and explore ICS cybersecurity monitoring tasks, activities, tools, and best practices Key Features Architect, design, and build ICS networks with security in mind Perform a variety of security assessments, checks, and verifications Ensure that your security processes are effective, complete, and relevant Book Description With Industrial Control Systems (ICS) expanding into traditional IT space and even into the cloud, the attack surface of ICS environments has increased significantly, making it crucial to recognize your ICS vulnerabilities and implement advanced techniques for monitoring and defending against rapidly evolving cyber threats to critical infrastructure. This second edition covers the updated Industrial Demilitarized Zone (IDMZ) architecture and shows you how to implement, verify, and monitor a holistic security program for your ICS environment. Youll begin by learning how to design security-oriented architecture that allows you to implement the tools, techniques, and activities covered in this book effectively and easily. Youll get to grips with the monitoring, tracking, and trending (visualizing) and procedures of ICS cybersecurity risks as well as understand the overall security program and posture/hygiene of the ICS environment. The book then introduces you to threat hunting principles, tools, and techniques to help you identify malicious activity successfully. Finally, youll work with incident response and incident recovery tools and techniques in an ICS environment. By the end of this book, youll have gained a solid understanding of industrial cybersecurity monitoring, assessments, incident response activities, as well as threat hunting. What you will learn Monitor the ICS security posture actively as well as passively Respond to incidents in a controlled and standard way Understand what incident response activities are required in your ICS environment Perform threat-hunting exercises using the Elasticsearch, Logstash, and Kibana (ELK) stack Assess the overall effectiveness of your ICS cybersecurity program Discover tools, techniques, methodologies, and activities to perform risk assessments for your ICS environment Who this book is for If you are an ICS security professional or anyone curious about ICS cybersecurity for extending, improving, monitoring, and validating your ICS cybersecurity posture, then this book is for you. IT/OT professionals interested in entering the ICS cybersecurity monitoring domain or searching for additional learning material for different industry-leading cybersecurity certifications will also find this book useful. Table of Contents Introduction and Recap of First Edition A Modern Look at the Industrial Control System Architecture The Industrial Demilitarized Zone Designing the ICS Architecture with Security in Mind Introduction to Security Monitoring Passive Security Monitoring Active Security Monitoring Industrial Threat Intelligence Visualizing, Correlating, and Alerting Threat Hunting Threat Hunt Scenario 1 - Malware Beaconing Threat Hunt Scenario 2 - Finding Malware and Unwanted Applications Threat Hunt Scenario 3 - Suspicious External Connections Different Types of Cybersecurity Assessments Industrial Control System Risk Assessments Red Team/Blue Team Exercises Penetration Testing ICS Environments Incident Response for the ICS Environment Lab Setup Review An extremely interesting book when we talk about cybersecurity, a book that combines the fundamentals of ICS and a modern view of how ICS applications work. One of the positive points of the book is the view on how important monitoring of this environment is for cybersecurity applications, and in my opinion, one of the most interesting is the final part of the book where the author approaches the points of Threat Hunting, Offensive Security, and Malware Analysis, with a practical take on h...
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Precio: $142,829.00
Book : Aws For System Administrators Build, Automate, And...
-Titulo Original : Aws For System Administrators Build, Automate, And Manage Your Infrastructure On The Most Popular Cloud Platform - Aws-Fabricante : Packt Publishing-Descripcion Original: Take your AWS SysOps skills to the next level by learning infrastructure automation techniques using CloudFormation, Terraform, and Boto3 Key Features Explore AWS automation using CloudFormation, Terraform, and Boto3 Leverage AWS to make your infrastructure flexible and highly available Discover various AWS features for building a secure and reliable environment to host your application Book Description Amazon Web Services (AWS) is one of the most popular and efficient cloud platforms for administering and deploying your applications to make them resilient and robust. AWS for System Administrators will help you to learn several advanced cloud administration concepts for deploying, managing, and operating highly available systems on AWS. Starting with the fundamentals of identity and access management (IAM) for securing your environment, this book will gradually take you through AWS networking and monitoring tools. As you make your way through the chapters, youll get to grips with VPC, EC2, load balancer, Auto Scaling, RDS database, and data management. The book will also show you how to initiate AWS automated backups and store and keep track of log files. Later, youll work with AWS APIs and understand how to use them along with CloudFormation, Python Boto3 Script, and Terraform to automate infrastructure. By the end of this AWS book, youll be ready to build your two-tier startup with all the necessary infrastructure, monitoring, and logging components in place. What you will learn Adopt a security-first approach by giving users minimum access using IAM policies Build your first Amazon Elastic Compute Cloud (EC2) instance using the AWS CLI, Boto3, and Terraform Set up your datacenter in AWS Cloud using VPC Scale your application based on demand using Auto Scaling Monitor services using CloudWatch and SNS Work with centralized logs for analysis (CloudWatch Logs) Back up your data using Amazon Simple Storage Service (Amazon S3), Data Lifecycle Manager, and AWS Backup Who this book is for This Amazon Web Services book is for system administrators and solution architects who want to build highly available and flexible AWS Cloud platforms for their applications. Software engineers and programmers looking to deploy their applications to AWS Cloud will also find this book useful. Basic knowledge of Linux and AWS is necessary to get started. Table of Contents Setting Up the AWS Environment Protecting Your AWS Account Using IAM Creating a Data Center in the Cloud Using VPC Scalable Compute Capacity in the Cloud via EC2 Increasing an Applications Fault Tolerance with Elastic Load Balancing Increasing Application Performance using AWS Auto Scaling Creating a Relational Database in the Cloud using AWS Relational Database Service (RDS) Monitoring AWS Services Using CloudWatch and SNS Centralizing Logs for Analysis Centralizing Cloud Backup Solution AWS Disaster Recovery Solutions AWS Tips and Tricks About the Author Prashant Lakhera (lakhera2015 on Twitter) is an X-RHCA (Red Hat Certified Architect) and a seasoned Linux and open source specialist with over 15 years of enterprise open source experience. Having a positive impact on the world is important to him, which is why he shares his knowledge with others through his website, blog posts, and YouTube channel, which also helps him to dig deep into topics and build on his expertise... -
Book : Mastering Apex Programming A Developers Guide To...
-Titulo Original : Mastering Apex Programming A Developers Guide To Learning Advanced Techniques And Best Practices For Building Robust Salesforce Applications-Fabricante : Packt Publishing-Descripcion Original: Get to grips with the advanced features of Apex programming for Salesforce developers using this comprehensive guide Key Features Discover how to build reliable applications with Apex by avoiding common mistakes and pitfalls Learn how to use the different asynchronous programming tools in Apex Profile and improve the performance of your Apex code Book Description As applications built on the Salesforce platform are now a key part of many organizations, developers are shifting focus to Apex, Salesforces proprietary programming language. As a Salesforce developer, it is important to understand the range of tools at your disposal, how and when to use them, and best practices for working with Apex. Mastering Apex Programming will help you explore the advanced features of Apex programming and guide you in delivering robust solutions that scale. This book starts by taking you through common Apex mistakes, debugging, exception handling, and testing. Youll then discover different asynchronous Apex programming options and develop custom Apex REST web services. The book shows you how to define and utilize Batch Apex, Queueable Apex, and Scheduled Apex using common scenarios before teaching you how to define, publish, and consume platform events and RESTful endpoints with Apex. Finally, youll learn how to profile and improve the performance of your Apex application, including architecture trade-offs. With code examples used to facilitate discussion throughout, by the end of the book, youll have developed the skills needed to build robust and scalable applications in Apex. What you will learn Understand common coding mistakes in Apex and how to avoid them using best practices Find out how to debug a Salesforce Apex application effectively Explore different asynchronous Apex options and their common use cases Discover tips to work effectively with platform events Develop custom Apex REST services to allow inbound integrations Build complex logic and processes on the Salesforce platform Who this book is for This book is for Salesforce developers who are interested in mastering Apex programming skills. Youll also find this book helpful if youre an experienced Java or C# developer looking to switch to Apex programming for developing apps on the Salesforce platform. Basic Apex programming knowledge is essential to understand the concepts covered. Table of Contents Common Apex Mistakes Debugging Apex Triggers and Managing Trigger Execution Exceptions and Exception Handling Testing Apex Code Secure Apex Programming Utilizing Future Methods Working with Batch Apex Working with Queueable Apex Scheduling Apex Jobs Using Platform Events Apex REST and Custom Web Services Performance and the Salesforce Governor Limits Performance Profiling Improving Apex Performance Performance and Application Architectures About the Author Paul Battisson is a seven-time Salesforce MVP and has been a speaker at numerous global Salesforce events, including Dreamforce, Londons Calling, and India Dreamin. He has been working with the Salesforce platform for over 11 years in a mix of both product development and consulting roles. Paul now helps lead a UK-based consulting partner, as well as blogs, has a YouTube channel, and leads a Salesforce Developer Group... -
Precio: $124,149.00
Book : Game Development Patterns With Unity 2021 Explore...
-Titulo Original : Game Development Patterns With Unity 2021 Explore Practical Game Development Using Software Design Patterns And Best Practices In Unity And C#, 2nd Edition-Fabricante : Packt Publishing-Descripcion Original: Discover practical design propositions to resolve game programming challenges in Unity Key Features Get an overview of Unity engine architecture and coding model Build a complete racing game using software design patterns and understand how to implement them in Unity Download the source code of the complete prototype demonstrating each of the software patterns used Book Description Unitys coding model and architecture require knowledge of common software design patterns. To optimally code a game in Unity, in the same way you do in other engines, youll have to adapt to programming techniques that involve the use of design patterns. In this second edition, youll get to grips with using design patterns with the help of supplemented code examples based on actual implementations of game mechanics and systems of a playable racing game prototype. Youll be introduced to the core principles of reusable software patterns and how to employ them to build components efficiently. Some notable additions include a game design document (GDD), a Unity programming primer, and the downloadable source code of a complete prototype. Youll start by learning about the overall design of the core game mechanics and systems that youll be building throughout this Unity book, and discover tried-and-tested software patterns to code essential components of a game in a structured manner. Youll also find out how you can use classic design patterns to utilize Unitys unique API features. Finally, youll identify the negative impacts of bad architectural decisions and understand how to overcome them with simple but effective practices. By the end of this book, youll be able to develop Unity games in a structured, scalable, and optimized way. What you will learn Structure professional Unity code using industry-standard development patterns Identify the right patterns for implementing specific game mechanics or features Develop configurable core game mechanics and ingredients that can be modified without writing a single line of code Review practical object-oriented programming (OOP) techniques and learn how theyre used in the context of a Unity project Build unique game development systems such as a level editor Explore ways to adapt traditional design patterns for use with the Unity API Who this book is for This book is for Unity game developers who want to learn industry standards for building Unity games. Knowledge of the Unity game engine and programming in the C# language is expected. If youre only just starting your journey to becoming a Unity game developer, this book is not suitable for you. Table of Contents Before We Begin The Game Design Document A Short Primer to Programming in Unity Implementing a Game Manager with the Singleton Managing Character States with the State Pattern Managing Game Events with the Event Bus Implement a Replay System with the Command Pattern Optimizing with the Object Pool Pattern Decoupling Components with the Observer Pattern Implementing Power-Ups with the Visitor Pattern Implementing a Drone with the Strategy Pattern Using the Decorator to Implement a Weapon System Implementing a Level Editor with Spatial Partition Adapting Systems with an Adapter Concealing Complexity with a Facade Pattern Managing Dependencies with the Service Locator Pattern About the Author David Baron is a game developer with over 15 years of experience in the industry. He has worked for some well-known AAA, mobile, and indie game studios in Montreal, Canada. His skill set includes programming, design, and 3D art. As a programmer, he has worked on various games for various platforms, including virtual reality, mobile, and consoles... -
Book : Learning Tableau 2020 Create Effective Data...
-Titulo Original : Learning Tableau 2020 Create Effective Data Visualizations, Build Interactive Visual Analytics, And Transform Your Organization, 4th Edition-Fabricante : Packt Publishing-Descripcion Original: Gain a solid foundation to learn Tableau, and develop the skills and abilities required for an advanced mastery of the tool. Whether youre new to Tableau or have been using it years, you will benefit from this book. Key Features Explore the latest Tableau 2020 features and redefine business analytics for your firm Understand visualizing data and creating interactive dashboards to gain meaningful insights Learn implementing effective data storytelling to redefine how your business leverages data and makes decisions Book Description Learning Tableau strengthens your command on Tableau fundamentals and builds on advanced topics. The book starts by taking you through foundational principles of Tableau. We then demonstrate various types of connections and how to work with metadata. We teach you to use a wide variety of visualizations to analyze and communicate the data, and introduce you to calculations and parameters. We then take an in-depth look at level of detail (LOD) expressions and use them to solve complex data challenges. Up next, we show table calculations, how to extend and alter default visualizations, build an interactive dashboard, and master the art of telling stories with data. This Tableau book will introduce you to visual statistical analytics capabilities, create different types of visualizations and dynamic dashboards for rich user experiences. We then move on to maps and geospatial visualization, and the new Data Model capabilities introduced in Tableau 2020.2. You will further use Tableau Preps ability to clean and structure data and share the stories contained in your data. By the end of this book, you will be proficient in implementing the powerful features of Tableau 2020 for decision-making. What you will learn Develop stunning visualizations to explain complex data with clarity Explore exciting new Data Model capabilities Connect to various data sources to bring all your data together Leverage Tableau Prep Builders amazing capabilities for data cleaning and structuring Create and use calculations to solve problems and enrich the analytics Master advanced topics such as sets, LOD calculations, and much more Enable smart decisions with data clustering, distribution, and forecasting Share your data stories to build a culture of trust and action Who this book is for This Tableau book is for anyone who wants to understand data. If youre new to Tableau, dont worry. This book will simplify Tableau for beginners to build on the foundations to help you understand how Tableau really works and then builds on that knowledge with practical examples before moving on to advanced techniques. Having a bit of background with data will help, but you dont need to know scripting, SQL or database structures. Table of Contents Taking Off with Tableau Connecting to Data in Tableau Moving Beyond Basic Visualizations Starting an Adventure with Calculations and Parameters Leveraging Level of Detail Calculations Diving Deep with Table Calculations Making Visualizations That Look Great and Work Well Telling a Data Story with Dashboards Visual Analytics - Trends, Clustering, Distributions, and Forecasting Advanced Visualizations Dynamic Dashboards Exploring Mapping and Advanced Geospatial Features Understanding the Tableau Data Model, Joins, and Blends Structuring Messy Data to Work Well in Tableau Taming Data with Tableau Prep Sharing Your Data Story Review Ive used Tableau for the past 6 years and recommend this book for anyone looking to learn how to visualize data in this software. Love the section on telling a data story with a dashboard. -- Kate Strachnyi, Founder at Story by Data and DATAcated Academy, Author of The Disruptors: Data Science Leaders, and LinkedIn Top Voice About the Author Joshua N. Milligan is a Hall of Fame Tableau Zen Master and 2017 Iron Viz Global finalist. His passion is training, mentoring, and helping people gain insights and make decisio...
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Precio: $187,339.00
Book : Learning Geospatial Analysis With Python Understand..
-Titulo Original : Learning Geospatial Analysis With Python Understand Gis Fundamentals And Perform Remote Sensing Data Analysis Using Python 3.7, 3rd Edition-Fabricante : Packt Publishing-Descripcion Original: Learn the core concepts of geospatial data analysis for building actionable and insightful GIS applications Key Features Create GIS solutions using the new features introduced in Python 3.7 Explore a range of GIS tools and libraries such as PostGIS, QGIS, and PROJ Learn to automate geospatial analysis workflows using Python and Jupyter Book Description Geospatial analysis is used in almost every domain you can think of, including defense, farming, and even medicine. With this systematic guide, youll get started with geographic information system (GIS) and remote sensing analysis using the latest features in Python. This book will take you through GIS techniques, geodatabases, geospatial raster data, and much more using the latest built-in tools and libraries in Python 3.7. Youll learn everything you need to know about using software packages or APIs and generic algorithms that can be used for different situations. Furthermore, youll learn how to apply simple Python GIS geospatial processes to a variety of problems, and work with remote sensing data. By the end of the book, youll be able to build a generic corporate system, which can be implemented in any organization to manage customer support requests and field support personnel. What you will learn Automate geospatial analysis workflows using Python Code the simplest possible GIS in just 60 lines of Python Create thematic maps with Python tools such as PyShp, OGR, and the Python Imaging Library Understand the different formats that geospatial data comes in Produce elevation contours using Python tools Create flood inundation models Apply geospatial analysis to real-time data tracking and storm chasing Who this book is for This book is for Python developers, researchers, or analysts who want to perform geospatial modeling and GIS analysis with Python. Basic knowledge of digital mapping and analysis using Python or other scripting languages will be helpful. Table of Contents Learning about Geospatial Analysis with Python Learning Geospatial Data The Geospatial Technology Landscape Geospatial Python Toolbox Python and Geographic Information Systems Python and Remote Sensing Python and Elevation Data Advanced Geospatial Python Modeling Real-Time Data Putting It All Together About the Author Joel Lawhead is a PMI-certified Project Management Professional, a certified GIS Professional, and the Chief Information Officer of NVision Solutions Inc., an award-winning firm specializing in geospatial technology integration and sensor engineering for NASA, FEMA, NOAA, the US Navy, and many other commercial and non-profit organizations. Joel began using Python in 1997 and started combining it with geospatial software development in 2000. He has authored multiple editions of Learning Geospatial Analysis with Python and QGIS Python Programming Cookbook, both from Packt. He is also the developer of the open source Python Shapefile Library (PyShp) and maintains a geospatial technical blog, GeospatialPython, and Twitter feed, @SpatialPython... -
Precio: $106,269.00
Book : Applied Data Science With Python And Jupyter Use...
-Titulo Original : Applied Data Science With Python And Jupyter Use Powerful Industry-standard Tools To Unlock New, Actionable Insights From Your Data-Fabricante : Packt Publishing-Descripcion Original: Become the master player of data exploration by creating reproducible data processing pipelines, visualizations, and prediction models for your applications. Key Features Get up and running with the Jupyter ecosystem and some example datasets Learn about key machine learning concepts such as SVM, KNN classifiers, and Random Forests Discover how you can use web scraping to gather and parse your own bespoke datasets Book Description Getting started with data science doesnt have to be an uphill battle. Applied Data Science with Python and Jupyter is a step-by-step guide ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction to these concepts. In this book, youll learn every aspect of the standard data workflow process, including collecting, cleaning, investigating, visualizing, and modeling data. Youll start with the basics of Jupyter, which will be the backbone of the book. After familiarizing ourselves with its standard features, youll look at an example of it in practice with our first analysis. In the next lesson, you dive right into predictive analytics, where multiple classification algorithms are implemented. Finally, the book ends by looking at data collection techniques. Youll see how web data can be acquired with scraping techniques and via APIs, and then briefly explore interactive visualizations. What you will learn Get up and running with the Jupyter ecosystem Identify potential areas of investigation and perform exploratory data analysis Plan a machine learning classification strategy and train classification models Use validation curves and dimensionality reduction to tune and enhance your models Scrape tabular data from web pages and transform it into Pandas DataFrames Create interactive, web-friendly visualizations to clearly communicate your findings Who this book is for Applied Data Science with Python and Jupyter is ideal for professionals with a variety of job descriptions across a large range of industries, given the rising popularity and accessibility of data science. Youll need some prior experience with Python, with any prior work with libraries such as Pandas, Matplotlib, and Pandas providing you a useful head start. Table of Contents Jupyter Fundamentals Data Cleaning and Advanced Machine Learning Web Scraping and Interactive Visualizations About the Author Alex Galea has been professionally practicing data analytics since graduating with a Masters degree in Physics from the University of Guelph, Canada. He developed a keen interest in Python while researching quantum gases as part of his graduate studies. Alex is currently doing web data analytics, where Python continues to play a key role in his work. He is a frequent blogger about data-centric projects that involve Python and Jupyter Notebooks... -
Precio: $146,729.00
Book : Network Automation Cookbook Proven And Actionable...
-Titulo Original : Network Automation Cookbook Proven And Actionable Recipes To Automate And Manage Network Devices Using Ansible-Fabricante : Packt Publishing-Descripcion Original: Take your network automation skills to the next level with practical recipes on managing network devices from a variety of vendors like Cisco, Juniper, and Arista Key Features Use Ansible to automate network infrastructure with the help of step-by-step instructions Implement network automation best practices to save cost, avoid critical errors, and reduce downtime Deliver a robust automation framework by integrating Ansible with NAPALM, NetBox, and Batfish Book Description Network Automation Cookbook is designed to help system administrators, network engineers, and infrastructure automation engineers to centrally manage switches, routers, and other devices in their organizations network. This book will help you gain hands-on experience in automating enterprise networks and take you through core network automation techniques using the latest version of Ansible and Python. With the help of practical recipes, youll learn how to build a network infrastructure that can be easily managed and updated as it scales through a large number of devices. Youll also cover topics related to security automation and get to grips with essential techniques to maintain network robustness. As you make progress, the book will show you how to automate networks on public cloud providers such as AWS, Google Cloud Platform, and Azure. Finally, you will get up and running with Ansible 2.9 and discover troubleshooting techniques and network automation best practices. By the end of this book, youll be able to use Ansible to automate modern network devices and integrate third-party tools such as NAPALM, NetBox, and Batfish easily to build robust network automation solutions. What you will learn Understand the various components of Ansible Automate network resources in AWS, GCP, and Azure cloud solutions Use IaC concepts to design and build network solutions Automate network devices such as Cisco, Juniper, Arista, and F5 Use NetBox to build network inventory and integrate it with Ansible Validate networks using Ansible and Batfish Who this book is for This Ansible network automation book is for network and DevOps engineers interested in automating complex network tasks. Prior understanding of networking and basic Linux knowledge is required. Table of Contents Building Blocks of Ansible Managing Cisco IOS Devices Using Ansible Automating Juniper Devices in the Service Providers Using Ansible Building Data Center Networks with Arista and Ansible Automating Application Delivery with F5 LTM and Ansible Administering a Multi-Vendor Network with NAPALM and Ansible Deploying and Operating AWS Networking Resources with Ansible Deploying and Operating Azure Networking Resources with Ansible Deploying and Operating GCP Networking Resources with Ansible Network Validation with Batfish and Ansible Building a Network Inventory with Ansible and NetBox Simplifying Automation with AWX and Ansible Advanced Techniques and Best Practices for Ansible About the Author Karim Okasha is a network consultant with over 15 years of experience in the ICT industry. He is specialized in the design and operation of large telecom and service provider networks and has lots of experience in network automation. Karim has a bachelors degree in telecommunications and holds several expert-level certifications, such as CCIE, JNCIE, and RHCE. He is currently working in Red Hat as a network automation consultant, helping large telecom and service providers to design and implement innovative network automation solutions. Prior to joining Red Hat, he worked for Saudi Telecom Company as well as Cisco and Orange S.A... -
Book : Mastering Palo Alto Networks Deploy And Manage...
-Titulo Original : Mastering Palo Alto Networks Deploy And Manage Industry-leading Pan-os 10.x Solutions To Secure Your Users And Infrastructure-Fabricante : Packt Publishing-Descripcion Original: Set up next-generation firewalls from Palo Alto Networks and get to grips with configuring and troubleshooting using the PAN-OS platform Key Features Understand how to optimally use PAN-OS features Build firewall solutions to safeguard local, cloud, and mobile networks Protect your infrastructure and users by implementing robust threat prevention solutions Book Description To safeguard against security threats, it is crucial to ensure that your organization is effectively secured across networks, mobile devices, and the cloud. Palo Alto Networks integrated platform makes it easy to manage network and cloud security along with endpoint protection and a wide range of security services. With this book, youll understand Palo Alto Networks and learn how to implement essential techniques, right from deploying firewalls through to advanced troubleshooting. The book starts by showing you how to set up and configure the Palo Alto Networks firewall, helping you to understand the technology and appreciate the simple, yet powerful, PAN-OS platform. Once youve explored the web interface and command-line structure, youll be able to predict expected behavior and troubleshoot anomalies with confidence. Youll learn why and how to create strong security policies and discover how the firewall protects against encrypted threats. In addition to this, youll get to grips with identifying users and controlling access to your network with user IDs and even prioritize traffic using quality of service (QoS). The book will show you how to enable special modes on the firewall for shared environments and extend security capabilities to smaller locations. By the end of this network security book, youll be well-versed with advanced troubleshooting techniques and best practices recommended by an experienced security engineer and Palo Alto Networks expert. What you will learn Perform administrative tasks using the web interface and command-line interface (CLI) Explore the core technologies that will help you boost your network security Discover best practices and considerations for configuring security policies Run and interpret troubleshooting and debugging commands Manage firewalls through Panorama to reduce administrative workloads Protect your network from malicious traffic via threat prevention Who this book is for This book is for network engineers, network security analysts, and security professionals who want to understand and deploy Palo Alto Networks in their infrastructure. Anyone looking for in-depth knowledge of Palo Alto Network technologies, including those who currently use Palo Alto Network products, will find this book useful. Intermediate-level network administration knowledge is necessary to get started with this cybersecurity book. Table of Contents Understanding the Core Technologies Setting Up a New Device Building Strong Policies Taking Control of Sessions Services and Operational Modes Identifying Users and Controlling Access Managing Firewalls through Panorama Upgrading Firewalls and Panorama Logging and Reporting VPN and Advanced Protection Troubleshooting Common Session Issues A Deep Dive into Troubleshooting Supporting Tools About the Author Tom Piens, PCNSE, CISSP, and founder of PANgurus, has nearly 10 years of experience working with Palo Alto Networks customers. Tom has been at the forefront of engaging with customers, responding to questions, and analyzing unique needs to apply the best possible solutions or workarounds. He has authored a great many articles on the Palo Alto Networks knowledge base and discussion forum solutions, including the popular Getting Started series. Also known as reaper on the PANgurus and LIVEcommunity forums, and PANWreaper on Twitter, Tom has been recognized by Palo Alto Networks user groups and community members, and by countless thankful customers...
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Precio: $187,179.00
Book : Python Machine Learning Machine Learning And Deep...
-Titulo Original : Python Machine Learning Machine Learning And Deep Learning With Python, Scikit-learn, And Tensorflow 2, 3rd Edition-Fabricante : Packt Publishing-Descripcion Original: Applied machine learning with a solid foundation in theory. Revised and expanded for TensorFlow 2, GANs, and reinforcement learning. Key Features Third edition of the bestselling, widely acclaimed Python machine learning book Clear and intuitive explanations take you deep into the theory and practice of Python machine learning Fully updated and expanded to cover TensorFlow 2, Generative Adversarial Network models, reinforcement learning, and best practices Book Description Python Machine Learning, Third Edition is a comprehensive guide to machine learning and deep learning with Python. It acts as both a step-by-step tutorial, and a reference youll keep coming back to as you build your machine learning systems. Packed with clear explanations, visualizations, and working examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow instructions, with this machine learning book, Raschka and Mirjalili teach the principles behind machine learning, allowing you to build models and applications for yourself. Updated for TensorFlow 2.0, this new third edition introduces readers to its new Keras API features, as well as the latest additions to scikit-learn. Its also expanded to cover cutting-edge reinforcement learning techniques based on deep learning, as well as an introduction to GANs. Finally, this book also explores a subfield of natural language processing (NLP) called sentiment analysis, helping you learn how to use machine learning algorithms to classify documents. This book is your companion to machine learning with Python, whether youre a Python developer new to machine learning or want to deepen your knowledge of the latest developments. What you will learn Master the frameworks, models, and techniques that enable machines to learn from data Use scikit-learn for machine learning and TensorFlow for deep learning Apply machine learning to image classification, sentiment analysis, intelligent web applications, and more Build and train neural networks, GANs, and other models Discover best practices for evaluating and tuning models Predict continuous target outcomes using regression analysis Dig deeper into textual and social media data using sentiment analysis Who This Book Is For If you know some Python and you want to use machine learning and deep learning, pick up this book. Whether you want to start from scratch or extend your machine learning knowledge, this is an essential resource. Written for developers and data scientists who want to create practical machine learning and deep learning code, this book is ideal for anyone who wants to teach computers how to learn from data. Table of Contents Giving Computers the Ability to Learn from Data Training Simple ML Algorithms for Classification ML Classifiers Using scikit-learn Building Good Training Datasets - Data Preprocessing Compressing Data via Dimensionality Reduction Best Practices for Model Evaluation and Hyperparameter Tuning Combining Different Models for Ensemble Learning Applying ML to Sentiment Analysis Embedding a ML Model into a Web Application Predicting Continuous Target Variables with Regression Analysis Working with Unlabeled Data - Clustering Analysis Implementing Multilayer Artificial Neural Networks Parallelizing Neural Network Training with TensorFlow TensorFlow Mechanics Classifying Images with Deep Convolutional Neural Networks Modeling Sequential Data Using Recurrent Neural Networks GANs for Synthesizing New Data RL for Decision Making in Complex Environments Review Python Machine Learning 3rd edition is a very useful book for machine learning beginners all the way to fairly advanced readers, thoroughly covering the theory and practice of ML, with example datasets, Python code, and good pointers to the vast ML literature about advanced issues. -- Alex Martelli, Python Software Foundation Fellow, Co-author of Python Cookbook and Python in a N... -
Precio: $133,409.00
Book : Python Data Analysis Perform Data Collection, Data...
-Titulo Original : Python Data Analysis Perform Data Collection, Data Processing, Wrangling, Visualization, And Model Building Using Python, 3rd Edition-Fabricante : Packt Publishing-Descripcion Original: Understand data analysis pipelines using machine learning algorithms and techniques with this practical guide Key Features Prepare and clean your data to use it for exploratory analysis, data manipulation, and data wrangling Discover supervised, unsupervised, probabilistic, and Bayesian machine learning methods Get to grips with graph processing and sentiment analysis Book Description Data analysis enables you to generate value from small and big data by discovering new patterns and trends, and Python is one of the most popular tools for analyzing a wide variety of data. With this book, youll get up and running using Python for data analysis by exploring the different phases and methodologies used in data analysis and learning how to use modern libraries from the Python ecosystem to create efficient data pipelines. Starting with the essential statistical and data analysis fundamentals using Python, youll perform complex data analysis and modeling, data manipulation, data cleaning, and data visualization using easy-to-follow examples. Youll then understand how to conduct time series analysis and signal processing using ARMA models. As you advance, youll get to grips with smart processing and data analytics using machine learning algorithms such as regression, classification, Principal Component Analysis (PCA), and clustering. In the concluding chapters, youll work on real-world examples to analyze textual and image data using natural language processing (NLP) and image analytics techniques, respectively. Finally, the book will demonstrate parallel computing using Dask. By the end of this data analysis book, youll be equipped with the skills you need to prepare data for analysis and create meaningful data visualizations for forecasting values from data. What you will learn Explore data science and its various process models Perform data manipulation using NumPy and pandas for aggregating, cleaning, and handling missing values Create interactive visualizations using Matplotlib, Seaborn, and Bokeh Retrieve, process, and store data in a wide range of formats Understand data preprocessing and feature engineering using pandas and scikit-learn Perform time series analysis and signal processing using sunspot cycle data Analyze textual data and image data to perform advanced analysis Get up to speed with parallel computing using Dask Who this book is for This book is for data analysts, business analysts, statisticians, and data scientists looking to learn how to use Python for data analysis. Students and academic faculties will also find this book useful for learning and teaching Python data analysis using a hands-on approach. A basic understanding of math and working knowledge of the Python programming language will help you get started with this book. Table of Contents Getting Started with Python Libraries NumPy and Pandas Statistics Linear Algebra Data Visualization Retrieving, Processing, and Storing Data Cleaning Messy Data Signal Processing and Time Series Supervised Learning - Regression Analysis Supervised Learning - Classification Techniques Unsupervised Learning - PCA and Clustering Analyzing Textual Data Analyzing Image Data Parallel Computing using Dask About the Author Avinash Navlani has over 8 years of experience working in data science and AI. Currently, he is working as a senior data scientist, improving products and services for customers by using advanced analytics, deploying big data analytical tools, creating and maintaining models, and onboarding compelling new datasets. Previously, he was a university lecturer, where he trained and educated people in data science subjects such as Python for analytics, data mining, machine learning, database management, and NoSQL. Avinash has been involved in research activities in data science and has been a keynote speaker at many conferences in India. Armando Fandango creates AI-empowered products by leveraging his expertise in ... -
Precio: $161,499.00
Book : Sql Server 2019 Administrators Guide A Definitive...
-Titulo Original : Sql Server 2019 Administrators Guide A Definitive Guide For Dbas To Implement, Monitor, And Maintain Enterprise Database Solutions, 2nd Edition-Fabricante : Packt Publishing-Descripcion Original: Use Microsoft SQL Server 2019 to implement, administer, and secure a robust database solution that is disaster-proof and highly available Key Features Explore new features of SQL Server 2019 to set up, administer, and maintain your database solution successfully Develop a dynamic SQL Server environment and streamline big data pipelines Discover best practices for fixing performance issues, database access management, replication, and security Book Description SQL Server is one of the most popular relational database management systems developed by Microsoft. This second edition of the SQL Server Administrators Guide will not only teach you how to administer an enterprise database, but also help you become proficient at managing and keeping the database available, secure, and stable. Youll start by learning how to set up your SQL Server and configure new and existing environments for optimal use. The book then takes you through designing aspects and delves into performance tuning by showing you how to use indexes effectively. Youll understand certain choices that need to be made about backups, implement security policy, and discover how to keep your environment healthy. Tools available for monitoring and managing a SQL Server database, including automating health reviews, performance checks, and much more, will also be discussed in detail. As you advance, the book covers essential topics such as migration, upgrading, and consolidation, along with the techniques that will help you when things go wrong. Once youve got to grips with integration with Azure and streamlining big data pipelines, youll learn best practices from industry experts for maintaining a highly reliable database solution. Whether you are an administrator or are looking to get started with database administration, this SQL Server book will help you develop the skills you need to successfully create, design, and deploy database solutions. What you will learn Discover SQL Server 2019s new features and how to implement them Fix performance issues by optimizing queries and making use of indexes Design and use an optimal database management strategy Combine SQL Server 2019 with Azure and manage your solution using various automation techniques Implement efficient backup and recovery techniques in line with security policies Get to grips with migrating, upgrading, and consolidating with SQL Server Set up an AlwaysOn-enabled stable and fast SQL Server 2019 environment Understand how to work with Big Data on SQL Server environments Who this book is for This book is for database administrators, database developers, and anyone who wants to administer large and multiple databases single-handedly using Microsofts SQL Server 2019. Basic awareness of database concepts and experience with previous SQL Server versions is required. Table of Contents Setting Up SQL Server 2019 Keeping Your SQL Server Environment Healthy Implementing Backup and Recovery Securing Your SQL Server Working with Disaster Recovery Options Indexing and Performance Planning Migration and Upgrade Automation - Using Tools to Manage and Monitor SQL Server 2019 Configuring Always On High Availability Features In-Memory OLTP - Why and How to Use it Combining SQL Server 2019 with Azure Taming Big Data With SQL Server About the Author Marek Chmel is a senior cloud solutions architect at Microsoft for data and artificial intelligence, a speaker, and a trainer with more than 15 years experience. Hes a frequent conference speaker, focusing on SQL Server, Azure, and security topics. He has been a Data Platform MVP since 2012. He has earned numerous certifications, including MCSE: Data Management and Analytics, Azure Architect, Data Engineer and Data Scientist Associate, EC Council Certified Ethical Hacker, and several eLearnSecurity certifications. Marek earned his MSc degree in Business and Informatics from Nottingham Trent University. He started his career as a... -
Precio: $158,429.00
Book : Mastering Linux Administration A Comprehensive Guide.
-Titulo Original : Mastering Linux Administration A Comprehensive Guide To Installing, Configuring, And Maintaining Linux Systems In The Modern Data Center-Fabricante : Packt Publishing-Descripcion Original: Develop advanced skills for working with Linux systems on-premises and in the cloud Key Features Become proficient in everyday Linux administration tasks by mastering the Linux command line and using automation Work with the Linux filesystem, packages, users, processes, and daemons Deploy Linux to the cloud with AWS, Azure, and Kubernetes Book Description Linux plays a significant role in modern data center management and provides great versatility in deploying and managing your workloads on-premises and in the cloud. This book covers the important topics you need to know about for your everyday Linux administration tasks. The book starts by helping you understand the Linux command line and how to work with files, packages, and filesystems. Youll then begin administering network services and hardening security, and learn about cloud computing, containers, and orchestration. Once youve learned how to work with the command line, youll explore the essential Linux commands for managing users, processes, and daemons and discover how to secure your Linux environment using application security frameworks and firewall managers. As you advance through the chapters, youll work with containers, hypervisors, virtual machines, Ansible, and Kubernetes. Youll also learn how to deploy Linux to the cloud using AWS and Azure. By the end of this Linux book, youll be well-versed with Linux and have mastered everyday administrative tasks using workflows spanning from on-premises to the cloud. If you also find yourself adopting DevOps practices in the process, well consider our mission accomplished. What you will learn Understand how Linux works and learn basic to advanced Linux administration skills Explore the most widely used commands for managing the Linux filesystem, network, security, and more Get to grips with different networking and messaging protocols Find out how Linux security works and how to configure SELinux, AppArmor, and Linux iptables Work with virtual machines and containers and understand container orchestration with Kubernetes Work with containerized workflows using Docker and Kubernetes Automate your configuration management workloads with Ansible Who this book is for If you are a Linux administrator who wants to understand the fundamentals and as well as modern concepts of Linux system administration, this book is for you. Windows System Administrators looking to extend their knowledge to the Linux OS will also benefit from this book. Table of Contents Installing Linux and Setting up the Environment Linux Structure, Basic Commands, Files and Text Editors Linux Software Management Managing User Accounts and Permissions Working with Processes, Signals, Services and Disks Linux Server Setup and Remote Administration Basic Networking with Linux: TCP/IP and Network Configuration Configuring Servers: Print, Web, FTP, Samba, NFS, E-Mail, DNS, DHCP Securing Linux: AppArmor, SELinux, PAM, Cryptography, iptables, firewalls Disaster recovery, diagnostics and troubleshooting Short Introduction to Cloud Computing Working with Containers and Virtual Machines Orchestration with Kubernetes Deploying to the Cloud: OpenStack, AWS, Azure Infrastructure and Automation with Ansible Review Being squarely on the development side of Linux, I find Mastering Linux Administration a wonderful and modern guide to learning Linux system administration. This modern take covers pretty much all key areas of the topic. Section 1 has you quickly cover the basics (even how to install WSL on Win10!). Section 2 of the book moves onto typical sysad tasks on production servers (disk, network management, disaster recovery and a chapter on - very important - securing Linux systems). The finale with section 3 covers cloud administration - what VMs/containers are (including Docker), working with xaaS solutions (AWS, Azure, Kubernetes, and so on), introduces DevOps, modern cloud tooling and finishes with automation via...
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Book : Learn Ethereum Build Your Own Decentralized...
-Titulo Original : Learn Ethereum Build Your Own Decentralized Applications With Ethereum And Smart Contracts-Fabricante : Packt Publishing-Descripcion Original: Explore the blockchain-based decentralized platform and understand how Ethereum works with Dapps examples Key Features Explore the Ethereum ecosystem and understand the latest research on the platform Build decentralized apps (Dapps) using smart contracts and Ethereum with the help of practical examples Learn to make your decentralized applications fast and highly secure Book Description Ethereum is a blockchain-based, decentralized computing platform that allows running smart contracts. This book provides a basic overview of how Ethereum works, its ecosystem, mining process, and the consensus mechanism. It also demonstrates a step-by-step approach for building decentralized applications. This book begins with the very basics of Blockchain technology. Then it dives deep into the Ethereum architecture, framework and tools in its ecosystem. It also provides you an overview of ongoing research on Ethereum, for example, Layer 1 and 2 scaling solution, Stablecoin, ICO/STO/IEO, etc. Next, it explains Solidity language in detail, and provides step-by-step instructions for designing, developing, testing, deploying, and monitoring decentralized applications. In addition, youll learn how to use Truffle, Remix, Infura, Metamask, and many other Ethereum technologies. Itll also help you develop your own cryptocurrency by creating ERC20, and ERC721 smart contracts from scratch. Finally, we explain private blockchains, and you learn how to interact with smart contracts through wallets. What you will learn Understand the concepts of blockchain and cryptocurrency Master Ethereum development tools such as Truffle, Remix IDE and Infura Delve into smart contract development Develop DApps frontend using Node.js, React.js, and Web3js API Learn Etherscan and other tools to secure and monitor smart contracts Develop and debug smart contracts by working with Remix Apply Truffle suite to compile, migrate, and unit test smart contracts Explore smart contracts such as ERC20 token and decentralized digital market Who this book is for This book is for all developers and architects who want to explore Ethereum blockchain fundamentals and get started with building real-world decentralized applications. Knowledge of an object-oriented programming language such as JavaScript will be useful but not mandatory. Table of Contents Blockchain and Cryptocurrency Ethereum Architecture and Ecosystem Deep Research on Ethereum Solidity Fundamentals Developing Your Own Cryptocurrency Smart Contract Development and Test Fundamentals Writing UI for the DApps Ethereum Tools and Frameworks Creating an Ethereum Private Chain Deployment of Your Smart Contract Building Ethereum Wallets Conclusio... -
Precio: $142,339.00
Book : Natural Language Processing Fundamentals Build...
-Titulo Original : Natural Language Processing Fundamentals Build Intelligent Applications That Can Interpret The Human Language To Deliver Impactful Results-Fabricante : Packt Publishing-Descripcion Original: Use Python and NLTK (Natural Language Toolkit) to build out your own text classifiers and solve common NLP problems. Key Features Assimilate key NLP concepts and terminologies Explore popular NLP tools and techniques Gain practical experience using NLP in application code Book Description If NLP hasnt been your forte, Natural Language Processing Fundamentals will make sure you set off to a steady start. This comprehensive guide will show you how to effectively use Python libraries and NLP concepts to solve various problems. Youll be introduced to natural language processing and its applications through examples and exercises. This will be followed by an introduction to the initial stages of solving a problem, which includes problem definition, getting text data, and preparing it for modeling. With exposure to concepts like advanced natural language processing algorithms and visualization techniques, youll learn how to create applications that can extract information from unstructured data and present it as impactful visuals. Although you will continue to learn NLP-based techniques, the focus will gradually shift to developing useful applications. In these sections, youll understand how to apply NLP techniques to answer questions as can be used in chatbots. By the end of this book, youll be able to accomplish a varied range of assignments ranging from identifying the most suitable type of NLP task for solving a problem to using a tool like spacy or gensim for performing sentiment analysis. The book will easily equip you with the knowledge you need to build applications that interpret human language. What you will learn Obtain, verify, and clean data before transforming it into a correct format for use Perform data analysis and machine learning tasks using Python Understand the basics of computational linguistics Build models for general natural language processing tasks Evaluate the performance of a model with the right metrics Visualize, quantify, and perform exploratory analysis from any text data Who this book is for Natural Language Processing Fundamentals is designed for novice and mid-level data scientists and machine learning developers who want to gather and analyze text data to build an NLP-powered product. Itll help you to have prior experience of coding in Python using data types, writing functions, and importing libraries. Some experience with linguistics and probability is useful but not necessary. Table of Contents General Introduction to NLP Extraction Methods from Unstructured Text Building a Simple Classifier Collecting Text Data Topic Modelling Text Summarization and Text Generation Vector Representation Sentiment Analysis Language Detection using Neural Networks About the Author Sohom Ghosh is a passionate data detective with expertise in Natural Language Processing. He has worked extensively in the Data Science arena with specialization in Deep Learning based Text Analytics, NLP & Recommendation Systems.He has publications in several international conferences and journals. Dwight Gunning is a data scientist at FINRA, a financial services regulator in the US. He has extensive experience in Python-based machine learning and hands-on experience with the most popular NLP tools such as NLTK, gensim, and spacy... -
Book : Linux Kernel Programming A Comprehensive Guide To...
-Titulo Original : Linux Kernel Programming A Comprehensive Guide To Kernel Internals, Writing Kernel Modules, And Kernel Synchronization-Fabricante : Packt Publishing-Descripcion Original: Learn how to write high-quality kernel module code, solve common Linux kernel programming issues, and understand the fundamentals of Linux kernel internals Key Features Discover how to write kernel code using the Loadable Kernel Module framework Explore industry-grade techniques to perform efficient memory allocation and data synchronization within the kernel Understand the essentials of key internals topics such as kernel architecture, memory management, CPU scheduling, and kernel synchronization Book Description Linux Kernel Programming is a comprehensive introduction for those new to Linux kernel and module development. This easy-to-follow guide will have you up and running with writing kernel code in next-to-no time. This book uses the latest 5.4 Long-Term Support (LTS) Linux kernel, which will be maintained from November 2019 through to December 2025. By working with the 5.4 LTS kernel throughout the book, you can be confident that your knowledge will continue to be valid for years to come. This Linux book begins by showing you how to build the kernel from the source. Next, youll learn how to write your first kernel module using the powerful Loadable Kernel Module (LKM) framework. The book then covers key kernel internals topics including Linux kernel architecture, memory management, and CPU scheduling. Next, youll delve into the fairly complex topic of concurrency within the kernel, understand the issues it can cause, and learn how they can be addressed with various locking technologies (mutexes, spinlocks, atomic, and refcount operators). Youll also benefit from more advanced material on cache effects, a primer on lock-free techniques within the kernel, deadlock avoidance (with lockdep), and kernel lock debugging techniques. By the end of this kernel book, youll have a detailed understanding of the fundamentals of writing Linux kernel module code for real-world projects and products. What you will learn Write high-quality modular kernel code (LKM framework) for 5.x kernels Configure and build a kernel from source Explore the Linux kernel architecture Get to grips with key internals regarding memory management within the kernel Understand and work with various dynamic kernel memory alloc/dealloc APIs Discover key internals aspects regarding CPU scheduling within the kernel Gain an understanding of kernel concurrency issues Find out how to work with key kernel synchronization primitives Who this book is for This book is for Linux programmers beginning to find their way with Linux kernel development. Linux kernel and driver developers looking to overcome frequent and common kernel development issues, as well as understand kernel internals, will benefit from this book. A basic understanding of Linux CLI and C programming is required. Table of Contents Kernel Workspace Setup Building the 5.0 Linux kernel from Source, Part 1 Building the 5.0 Linux kernel from Source, Part 2 Writing your First Kernel Module, Part 1 Writing your First Kernel Module - Part 2 Kernel Internals Essentials - Processes and Threads Memory Management Internals - Essentials Kernel Memory Allocation for Module Authors, Part 1 Kernel Memory Allocation for Module Authors - Part 2 The CPU Scheduler - Part 1 The CPU Scheduler - Part 2 Kernel Synchronization - Part 1 Kernel Synchronization - Part 2 About the Author Kaiwan N Billimoria taught himself BASIC programming on his dads IBM PC back in 1983. He was programming in C and Assembly on DOS until he discovered the joys of Unix, and by around 1997, Linux! Kaiwan has worked on many aspects of the Linux system programming stack, including Bash scripting, system programming in C, kernel internals, device drivers, and embedded Linux work. He has actively worked on several commercial/FOSS projects. His contributions include drivers to the mainline Linux OS and many smaller projects hosted on GitHub. His Linux passion feeds well into his passion for teaching these ... -
Precio: $179,339.00
Book : Mastering Microsoft Dynamics 365 Business Central...
-Titulo Original : Mastering Microsoft Dynamics 365 Business Central Discover Extension Development Best Practices, Build Advanced Erp Integrations, And Use Devops Tools-Fabricante : Packt Publishing-Descripcion Original: Develop customized business management solutions with the latest features of Microsoft Dynamics 365 Business Central Key Features Learn Dynamics 365 Business Central, the next generation of Dynamics NAV Explore advanced topics for handling complex integrations such as using APIs, OData, and Azure Functions Discover best practices for developing SaaS extensions and moving existing solutions to the cloud Book Description Dynamics 365 Business Central is an all-in-one business management solution, which is easy to adopt and helps you make smarter business decisions. This book is a comprehensive guide to developing solutions with Microsoft ERP (in the cloud and also on-premises). It covers all aspects of developing extensions, right from preparing a sandbox environment to deploying a complete solution. The book starts by introducing you to the Dynamics 365 Business Central platform and the new Modern Development Environment. Youll then explore the sandbox concept, and see how to create sandboxes for development. As you advance, youll be able to build a complete advanced solution for Dynamics 365 Business Central with AL language and Visual Studio Code. Youll then learn how to debug and deploy the extension and write automatic testing. The book will also take you through advanced topics like integration (with Azure Functions, web services, and APIs), DevOps and CI/CD techniques, and machine learning. Youll discover how Dynamics 365 Business Central can be used with Office 365 apps. Finally, youll analyze different ways to move existing solutions to the new development model based on extensions. By the end of this book, youll be able to develop highly customized solutions that meet the requirements of modern businesses using Dynamics 365 Business Central. What you will learn Create a sandbox environment with Dynamics 365 Business Central Handle source control management when developing solutions Explore extension testing, debugging, and deployment Create real-world business processes using Business Central and different Azure services Integrate Business Central with external applications Apply DevOps and CI/CD to development projects Move existing solutions to the new extension-based architecture Who this book is for If youre a new developer looking to get started with Dynamics 365 Business Central, this book is for you. This book will also help experienced professionals enhance their knowledge and understanding of Dynamics 365 Business Central. Table of Contents Microsoft Dynamics 365 Business Central Overview Mastering Modern Development Environment Online and Container-based Sandboxes Extension Development fundamentals Developing a customized solution for Dynamics 365 Business Central Advanced AL Development Report Development with AL Language Installing and Upgrading extensions Debugging Automated Tests development with AL Source Control Management and DevOps with Dynamics 365 Business Central Dynamics 365 Business Central APIs model Serverless business processes with Dynamics 365 Business Central and Azure Monitoring, scaling and CI/CD with Azure Functions Dynamics 365 Business Central and integration with the Dynamics 365 Power Platform Integrating Machine Learning into Dynamics 365 Business Central Moving existing ISV solutions to the new extension model Useful and proficient tools for AL developers About the Author Stefano Demiliani is a Microsoft MVP on business applications, a Microsoft Certified Solution Developer (MCSD), Azure Certified Architect, and an expert in other Microsoftrelated technologies. His main activity is architecting and developing enterprise solutions based on the entire stack of Microsoft technologies (mainly focused on ERP and the cloud). He has worked with Packt Publishing on many IT books related to Azure cloud applications and Dynamics 365 Business Central, and is a speaker at conferences around Europe. You can reach him on Twitter (@d...
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