Bücher veröffentlicht von Packt Publishing Limited

The purpose of this book is two-fold, we focus on detailed coverage of deep learning and transfer learning, comparing and contrasting the two with easy-to-follow concepts and examples. The second area of focus is on real-world examples and research problems using TensorFlow, Keras and Python ecosystem with hands-on examples.

The Python 3 Standard Library is a vast array of modules that you can use for developing various kinds of applications. It contains an exhaustive list of libraries, and this book will help you choose the best one to address specific programming problems in Python.

Real-World SRE is a practical guide for surviving a system outage. Nat Welch's step-by-step framework will help you to navigate a crisis when the stakes are high.

Being able to identify security loopholes has become critical to many businesses. That's where learning network security assessment becomes very important. This book will not only show you how to find out the system vulnerabilities but also help you build a network security threat model.

Docker is an open source platform for building, shipping, managing and securing containers. Docker has become a de facto tool of choice for the technologists focusing on IT automation, DevOps, and microServices. This book will be an excellent guide for your containerization journey, which will help you leverage Docker in the best way possible.

In large projects, programmers tend to get overwhelmed by their complexity. It can be hard to keep track of all the interdependencies in the code-base and how its state changes on runtime. The solution to these problems is Functional Programming, a paradigm specifically designed to deal with the complexity of software development. Mastering ...

Microservices is a popular way to build distributed systems that power modern web and mobile apps. Deploying your application as a suite of independently deployable, modular, and scalable services has many benefits. In this book, you'll learn to employ microservices to make your application more fault-tolerant and easier to scale and change.

Unity 2018 is the new edition of the intuitive, multiplatform game engine that has become the industry defacto standard. In this significantly updated book, you will learn to craft your own 2D & 3D computer games by working through core concepts such as animation, shaders, and UI.

This third edition of Learning OpenStack Networking is for OpenStack-based cloud operators and administrators who are new to Neutron networking and want to build their very own OpenStack cloud. Prior networking experience of working with physical servers and network infrastructures is recommended to follow the concepts demonstrated in this book.

In this book, you will understand what artificial intelligence is. It explains in detail basic search methods: Depth-First Search (DFS), Breadth-First Search (BFS), and A* Search, which can be used to make intelligent decisions when the initial state, end state, and possible actions are known. Random solutions or greedy solutions can be found ...

Bitcoin is a cryptocurrency that's changing the face of online payments. This book will help you understand everything related to Bitcoin architecture. By the end, you'll be able to mine Bitcoins, accept Bitcoin payments, and work with the basics of Blockchain technology to create simple distributed ledgers.

Python's built-in unittest module is showing it's age; hard to extend, debug and track what's going on. The pytest framework overcomes these problems and simplifies testing your Python software. Many users love to use pytest and the improvement in their testing shows! This book is the ideal introduction to pytest, teaching you how to write ...

Pentaho Data Integration(PDI) is an intuitive and graphical environment packed with drag-and-drop design and powerful Extract-Transform-Load (ETL) capabilities. Given its power and flexibility, first attempts to use the Pentaho Data Integration tool can be difficult or confusing. This book is the ideal solution to that problem.

In this book, you will learn how to build interactive dashboards in a Jupyter notebook. Explore JupyterHub and various Jupyter widgets through which you can easily perform 3D data visualization, 3D plotting, and geospatial analytics. This book helps you understand BeakerX to create interactive tables and interact with spreadsheets.

Hands-On Serverless Applications with Go will teach you how to design a Go serverless application and deploy it to Lambda. Thanks to AWS Lambda, serverless architectures are growing in popularity and this book will help you build software that is modern, scalable, and efficient.

Continuous Integration (CI) is an essential part of any modern development process. Gone are the days of monolithic releases with massive changes, today it's about releasing fast and often. This book will build upon the concepts of CI/CD and help you write robust automation scripts that can scale and build CI environments for different purposes.

Python is currently used in many different areas. In all of these areas, experienced professionals can find examples of inefficiency, problems, and other perils, as a result of bad code. After reading this book, readers will understand these problems, and more importantly, understand how to correct them.

Artificial Intelligence is arguably the most exciting and disruptive field of robotics which makes a man-made machine intelligent. This book will fulfill this vision by introducing various machine learning concepts to make your robot efficient. It will also equip your robot to make decisions, learn, and adapt based on its environment.

Docker is the modern standard for building, testing, distributing and deploying cloud native applications, whilst AWS is the world's leading public cloud provider. Together these technologies provide you with a powerful platform to deliver your container applications into production, and this book will provide with the intelligent, effective, ...

This book is a comprehensive guide to help developers, architects, and senior programmers advance their career in the software architecture domain. You'll understand the expectations of users and other stakeholders from the point of view of an architect and will learn to communicate your architecture to the relevant stakeholders.

Today's web demands efficient real-time applications and scalability. If you want to learn to build fast, efficient, and high-performing applications using React 16, this is the book for you. We plunge directly into the heart of all the most important React concepts for you to conquer. Along the way, you'll learn how to work with the latest ...

Certified VCP-DCV professionals must know to deploy and configure vSphere storage, networking, security and they should also be able to create and administer vSphere virtual machines. This comprehensive guide shows you how to optimize, secure, and troubleshoot all components of the implementation and helps you confidently approach the 2V0-622 exam.

Reverse engineering is a tool used for analyzing software, to exploit its weaknesses and strengthen its defenses. Hackers use reverse engineering as a tool to expose security flaws and questionable privacy practices. This book helps you to master the art of using reverse engineering.

Scala is a type-safe JVM language that incorporates object-oriented and functional programming (OOP and FP) aspects. This book gets you started with essentials of software development by guiding you through different aspects of Scala programming, helping you bridge the gap between learning and implementing. You will learn the unique features ...

Microsoft have recently expanded their suite of SPA project templates to include a Vue.js based template that includes all the tooling required to build modern production ready applications out of the box. In this book, we'll leverage some of the more powerful Vue.js features with ASP.NET core backend to build modern web apps.

Kubernetes is an open source platform that automates scaling, deployment, and management of container-based applications. The book starts by explaining basics about container orchestration and then moves on to explain how the components of a complex system, such as Kubernetes, interact with each other and helps develop vital skills for ...

MongoDB has grown to become the de facto NoSQL database with millions of users, from small start-ups to Fortune 500 companies. It can solve problems that are considered difficult, if not impossible, for aging RDBMS technologies. Written for version 4 of MongoDB, this book is the easiest way to get started with MongoDB.

D3.js is a JavaScript library that allows you to create graphs and data visualizations in the browser, with HTML, SVG, and CSS. This book will take you from the basics of D3.js, so that you can create your own interactive visualizations, to creating the most common graphs that you will encounter as a developer, scientist, statistician, or data ...

OpenGL 4 Shading Language Cookbook covers easy-to-follow recipes that first walk you through the theory and background behind each technique, and then proceed to showcase and explain the GLSL and OpenGL code needed to implement it.

Fully updated up to Java 11, this book stands to help any Java developer enjoy the richness of the Java programming language. The modern Java platform can be used to build robust software applications including enterprise-level applications and mobile applications.