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AWS is at the forefront of cloud computing. Many businesses are moving away from traditional data centers and toward AWS because of its reliability, vast service offerings, low costs, and high rate of innovation. With this Learning Path, you will learn the skills you need to design, deploy, and manage your applications on the AWS cloud platform.

Getting Started with Spring Microservices covers design patterns and best practices of the Spring Framework that can help you overcome the challenges you face while designing an application or system. You will not only learn the essential GoF design patterns, but several other patterns and considerations that are useful throughout the ...

Unity is one of the biggest game engines used to create half of the world's games. You will be learning how to build games without any coding and with just Unity. By the end of the book you would have taken the first step in your game development journey and successfully created your very own 2D and 3D game with Unity Game Kit

Web scraping is a technique to extract data from websites. It simulates the behavior of a website user to turn the website itself into a web service to retrieve or introduce new data. This book gives you all you need to get started with scraping web pages using R programming.

With the help of Artificial Intelligence, you can create engaging games consisting of intelligent enemies and intellectual behavior. Using Unity's API or built-in features allows limitless possibilities to create your game's worlds and characters. This cookbook covers essential techniques to help you take your game AI programming to the next level.

This cookbook presents recipes on leveraging the power of Python and putting it to use in the Apache Spark ecosystem. By the end of this book, you will be able to solve any problem associated with building effective, data-intensive applications and performing machine learning and structured streaming using PySpark.

R is a popular programming language used by statisticians and mathematicians for statistical analysis, and is popularly used for deep learning. This book demonstrates end-to-end implementations of five real-world projects on popular topics in deep learning such as handwritten digit recognition, traffic light detection, fraud detection, text ...

Data structures allow you to organize data in a particular way efficiently. They are critical to any problem, provide a complete solution, and act like reusable code. In this book, you will learn the essential Python data structures and the most common algorithms.

Windows Server 2016 is an operating system designed to run on today's highly performant servers, both on-premise and in the cloud. It supports enterprise-level data storage, communications, management, and applications. This book builds off a basic knowledge of the Windows Server operating system, and assists administrators with taking the ...

Kubernetes is an open source system used to automate the deployment, scaling, and management of containerized applications. If you are running more than just a few containers or want automated management of your containers, you need Kubernetes. This book focuses on helping you master the advanced management of Kubernetes clusters.

Docker has entirely changed the picture of the software development life cycle and helped organizations deploy and secure software at scale. Containerization has gradually taken over the industry. This book guides the reader step by step through every important concept related to containerization and orchestration.

Python is an easy-to-learn and cross-platform programming language which has unlimited third-party libraries. Plenty of open source hacking tools are written in Python and can be easily integrated within your script. This book is divided into clear bite-size chunks so you can learn at your own pace and focus on the areas of most interest to ...

When developing GUI-rich applications, the most important choice is which programming language(s) and GUI framework to use; in this case, Python along with Tkinter prove to be a great combination. This book will get you up and running with Tkinter while letting you create some fun and interactive projects.

This book is a useful resource to perform data visualization with Python using the latest version of Matplotlib (2.1.x). You will create a variety of graphs and charts, and embed your plots within different third party tools. By the end of the book, you will build attractive, insightful and powerful visualizations to make better sense of your data.

Developing, deploying, and operating cloud applications should be as easy as local applications. This should be the governing principle behind any cloud platform, library, or tool. Spring Cloud makes it easy to develop JVM applications for the cloud. In this book, we introduce you to Spring Cloud and help you master its features.

Performance tuning for real-world applications often involves activities geared towards finding bottlenecks, however this alone cannot solve the dreaded problem of slow code. If you want to improve the speed of your code and optimize the performance of your apps, then this book is for you.

Qt is the leading cross-platform toolkit for all significant desktop, mobile, and embedded platforms and is becoming popular by the day, especially on mobile and embedded devices. It's a powerful tool that perfectly fits the needs of game developers. This book will help you learn the basics of Qt and will equip you with the necessary toolsets ...

Web design is the process of creating websites. It encompasses several different aspects, including webpage layout, content production, and graphic design. This book offers you everything you need to know for building your websites.

This book demonstrates a set of simple to complex problems you may encounter while building machine learning models. You'll not only learn the best possible solutions to these problems but also find out how to build projects based on each problem mentioned in the book, with a practical approach and easy-to-follow examples.

Dependency Injection (DI) is a design pattern that allows us to remove the hard-coded dependencies and make our application loosely coupled, extendable, and maintainable. This book will be your one stop guide to write loosely coupled code using the latest features of Java 9 with frameworks such as Spring 5 and Google Guice.

Python comes with many libraries and tools that help you work on geoprocessing tasks without investing in expensive tools. This book introduces you to new libraries that perform geospatial and statistical analysis and data management. It uses examples that explain how Python v3 differs from v2, and solve age-old problems in geospatial analysis.

The Phoenix web development framework is an object-oriented application development tool written in Elixir. With Elixir and Phoenix, you build your application the right way, ready to scale and ready for the increasing demands of real-time web applications. If you have some knowledge of Elixir, have experience with web frameworks in other ...

For a great game, it needs a great user interface that shows the game settings and the right information to the player. Unity allows you to create complex and great looking user interfaces to give your games that professional look and feel. This book will help you realize the full potential of the powerful Unity UI system to create the best ...

Windows Server 2016 is an operating system designed to run on servers. It supports enterprise-level data storage, communications, management, and applications. This book contains specially selected, detailed help on core, essential administrative tasks of Windows Server 2016.

Reinforcement learning allows you to develop intelligent, self-learning systems. This book shows you how to put the concepts of Reinforcement Learning to train efficient models.You will use popular reinforcement learning algorithms to implement use-cases in image processing and NLP, by combining the power of TensorFlow and OpenAI Gym.

Organizations have started to adapt to hybrid cloud solutions in order to leverage advantages such as untested workloads, cloud-bursting, cloud service brokering, and more. The major goal of this book is to help developers maximize their existing skills and overcome the complexities of developing flexible and unified apps on the cloud.

Serverless architectures allow you to build and run applications and services without having to manage the infrastructure. Many companies have adopted this architecture to save cost and improve scalability. This book will help you design serverless architectures for your applications with AWS and Python.