• Learn PyTorch for implementing cutting-edge deep learning algorithms.
• Train your neural networks for higher speed and flexibility and learn how to implement them in various...

• Implement machine learning algorithms to build, train, and validate algorithmic models
• Create your own algorithmic design process to apply...

• Introduction to Facebook's fastText library for NLP
• Perform efficient word representations, sentence classification, vector representation
• ...

• Explore deep reinforcement learning (RL), from the first principles to the latest algorithms
• Evaluate high-profile RL methods, including value...

Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, you’ll learn how to solve...

• Gain real-world contextualization using deep learning problems concerning research and application
• Get to know the best practices to improve and optimize your machine...

American Government: Constitutional Democracy Under Pressure highlights the necessary tension between our constitutional principles and institutions and the populist heat that sometimes roils our national politics, especially at the current political moment. Our constitutional democracy has been under pressure for some time,...

Do you want to build web pages but have no prior experience? This friendly guide is the perfect place to start. You’ll begin at square one, learning how the web and web pages work, and then steadily build from there. By the end of the book, you’ll have the skills to create a simple site with multicolumn pages that adapt...

Visual Studio Code is an open source and cross-platform development tool that focuses on code editing across a variety of development...