Bücher veröffentlicht von Packt Publishing Limited

We cover advanced deep learning concepts (such as transfer learning, generative adversarial models, and reinforcement learning), and implement them using TensorFlow and Keras. We cover how to build and deploy at scale with distributed models. You will learn to build TensorFlow models using R, Keras, TensorFlow Learn, TensorFlow Slim and Sonnet

Feature engineering is the most important step in creating powerful machine learning systems. This book will take you through the entire feature-engineering journey to make your machine learning much more systematic and effective.

Function as a Service (FaaS) remains at the core of the serverless movement. Kubernetes is best placed to bring serverless functions and conventional microservices together. This book has been written for admins who currently run their workloads in Kubernetes clusters and are interested in further leveraging their hardware/clusters to run ...

Computer vision is found everywhere in modern technology. OpenCV for Python enables us to run computer vision algorithms in real time. With the advent of powerful machines, we have more processing power to work with. Using this technology, we can seamlessly integrate our computer vision applications into the cloud. Focusing on OpenCV 3.x and ...

Big Data analytics relates to the strategies used by enterprises to process and analyze large amounts of data to bring out hidden insights. With the help of open source and enterprise tools, such as R, Python, Hadoop, and Spark, you will learn how to effectively mine your Big Data. By the end of this book, you will have a clear understanding ...

For the past couple of decades, Linux has been extremely popular with systems administrators, for everything from creating networks and servers to automating their entire working environment. However, security has always been the major concern. With not many resources available in the Linux security domain, this book will be an invaluable ...

Whether you are developing traditional, serious, educational, or any other kind of game, understanding how to apply artificial intelligence can take the fun-factor to the next level! This book will not only uncover the newly released features in Unity 2017 but also teach you how to implement it in your game. Moreover, you will be working with ...

Rust is an open source, safe, concurrent, practical language created by Mozilla. It runs blazingly fast, prevents segfaults, and guarantees safety. This book gets you started with essential software development by guiding you through the different aspects of Rust programming. With this approach, you can bridge the gap between learning and ...

The demand for modern and high performing web enterprise applications is growing rapidly. No more is a basic HTML front-end enough to meet customer demands. This book will be your one stop guide to build outstanding enterprise web applications with Java EE and Angular. It will teach you how to harness the power of Java EE to build sturdy back ...

Developers have been using OpenCV library to develop computer vision applications for a long time. However, they now need a more effective tool to get the job done and in a much better and modern way. Qt is one of the major frameworks available for this task at the moment. This book will teach you to develop applications with the combination ...

Amazon Web Services has dominated the public cloud market by a huge margin and continues to be the first choice for many organizations. Networking has been an area of focus for all the leading cloud service providers. AWS has a suite of network-related products which help in performing network related task on AWS.

Modern day businesses and enterprises are moving to cloud simply to improve efficiency and speed, achieve flexibility and cost-effectiveness, and for on-demand cloud services. However, enterprise cloud security remains a major concern for many businesses because migrating to the public cloud requires transferring some control over ...

This book will help you take your first steps in the WordPress theme development process, with 5 different projects centered around creating unique and responsive WordPress themes. By the end of this highly interactive book, you will have the required mastery to develop enterprise-grade WordPress themes from scratch.

Node.js with its strong features and ability to write server as well as client side code with JavaScript has become a popular choice amongst developers for building powerful web applications. This book is a deep dive into showing facets of Node which are helpful for creating highly concurrent and scalable real time applications.

The Certified OpenStack Administrator exam, conducted by the OpenStack Foundation, offers OpenStack developers a great opportunity for career advancement and skill development. The exam tests your knowledge on a gamut of OpenSource topics and finding a comprehensive resource can be very challenging. That is where this book comes in. Apart from i...

This book allows existing programmers, statisticians, and data scientists to learn and take advantage of Julia while building applications with complex numerical and scientific computations. A basic knowledge of mathematics is required to understand the various methods that will be used or created in the book and exploit Julia's capabilities.

This learning path will help you get to grips with Python fundamentals and cover a wide range of Python libraries before delving into the field of data science with Python. With this course, you'll explore real-world applications of machine learning and be able to implement a range of machine learning algorithms and techniques.

With a lot of enterprises moving towards cloud, the need for advanced cloud networking has significantly increased. This book follows a recipe-based approach starting with basic topics to covering the pain points of cloud networking, and will teach you to perform complex networking tasks.

Whether you're a developer, a system administrator, or you are simply curious about Puppet, Puppet 5 Beginner's Guide, Third Edition gets you up and running with the very latest features of Puppet 5 with a series of clear, practical examples to help you manage every aspect of your server setup.

C# is a great language to learn as it has several applications in the modern world of Programming. In this book, we take a unique approach to teach C# to absolute beginners who will be able to learn the basics of the language in seven days. This practical book comes with, important concepts which build the foundation of the C# programming language.

Augmented Reality brings with it a set of challenges that are unseen and unheard off for the traditional web and mobile developers. This book is your gateway to Augmented Reality development, not a theoretical showpiece for your book cabinet, but something that you will keep by your desk at the time of coding and architecting your first AR app.