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Books tags: hands-on
Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more
Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more

This practical guide will teach you how deep learning (DL) can be used to solve complex real-world problems.

Key Features

  • Explore deep reinforcement learning (RL), from the first principles to the latest algorithms
  • Evaluate high-profile RL methods, including value...
Hands-On Machine Learning for Algorithmic Trading: Design and implement investment strategies based on smart algorithms that learn from data using Python
Hands-On Machine Learning for Algorithmic Trading: Design and implement investment strategies based on smart algorithms that learn from data using Python

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras

Key Features

  • Implement machine learning algorithms to build, train, and validate algorithmic models
  • Create your own algorithmic design process to apply...
Transformers for Natural Language Processing: Build innovative deep neural network architectures for NLP with Python, PyTorch, TensorFlow, BERT, RoBERTa, and more
Transformers for Natural Language Processing: Build innovative deep neural network architectures for NLP with Python, PyTorch, TensorFlow, BERT, RoBERTa, and more

Take your NLP knowledge to the next level and become an AI language understanding expert by mastering the quantum leap of Transformer neural network models

Key Features

  • Build and implement state-of-the-art language models, such as the original Transformer, BERT, T5, and GPT-2, using...
Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch
Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch
Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by...
Sams Teach Yourself Core Data for Mac and iOS in 24 Hours (2nd Edition) (Sams Teach Yourself -- Hours)
Sams Teach Yourself Core Data for Mac and iOS in 24 Hours (2nd Edition) (Sams Teach Yourself -- Hours)

Organizing things is an important human activity. Whether it is a child organizing toys in some way (by size, color, favorites, and so forth) or an adult piecing together a thousand-piece jigsaw puzzle, the desire to “make order out of chaos” (as one inveterate puzzler put it) reflects a sense that somehow if...

PHP & MySQL: Novice to Ninja
PHP & MySQL: Novice to Ninja

In this book, I will guide you as you take your first steps beyond the static world of building web pages with the purely client-side technologies of HTML, CSS, and JavaScript. Together, we’ll explore the world of database driven websites and discover the dizzying array of dynamic tools, concepts, and possibilities that...

Adobe Photoshop CS6 Classroom in a Book
Adobe Photoshop CS6 Classroom in a Book

Creative professionals seeking the fastest, easiest, most comprehensive way to learn Adobe Photoshop CS6 choose Adobe Photoshop CS6 Classroom in a Book from the Adobe Creative Team at Adobe Press. The 14 project-based lessons in this book show readers step-by-step the key techniques for working in Photoshop CS6 and how to...

Learning JavaScript: A Hands-On Guide to the Fundamentals of Modern JavaScript
Learning JavaScript: A Hands-On Guide to the Fundamentals of Modern JavaScript

When I decided to write a book about JavaScript, I wanted to create it in a way that felt natural to how I learned the language. I didn’t learn it from school or a book; my JavaScript knowledge comes from real-world application, trial and error, and self-motivation. I wanted to present the information in a unique way...

Deploying with JRuby: Deliver Scalable Web Apps using the JVM (Pragmatic Programmers)
Deploying with JRuby: Deliver Scalable Web Apps using the JVM (Pragmatic Programmers)
Your website has just crashed, and you’re losing money. The application is built on Rails, runs on MRI, and is served up with Mongrel and Apache. Having this kind of infrastructure means that you’re managing more processes than you can count on two hands.

The background jobs are run...
Microsoft SharePoint 2010: Business Connectivity Services
Microsoft SharePoint 2010: Business Connectivity Services
Microsoft SharePoint 2010: Business Connectivity Services helps small and medium-sized businesses as well as bigger organizations put their business data to work—and create valuable business solutions. Use Microsoft SharePoint Foundation 2010, Microsoft SharePoint Server 2010, or Microsoft SharePoint Online (part of...
Bayesian Reasoning and Machine Learning
Bayesian Reasoning and Machine Learning
We live in a world that is rich in data, ever increasing in scale. This data comes from many di erent sources in science (bioinformatics, astronomy, physics, environmental monitoring) and commerce (customer databases, nancial transactions, engine monitoring, speech recognition, surveillance, search). Possessing the knowledge as to...
Think Python
Think Python
In January 1999 I was preparing to teach an introductory programming class in Java. I had taught it three times and I was getting frustrated. The failure rate in the class was too high and, even for students who succeeded, the overall level of achievement was too low.

One of the problems I saw was the books. They were too...
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