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Python Deep Learning: Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition
Python Deep Learning: Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition

Learn advanced state-of-the-art deep learning techniques and their applications using popular Python libraries

Key Features

  • Build a strong foundation in neural networks and deep learning with Python libraries
  • Explore advanced deep learning techniques and their applications...
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...
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...
New Perspectives on HTML, XHTML, and XML (New Perspectives)
New Perspectives on HTML, XHTML, and XML (New Perspectives)

The New Perspectives Series’ critical-thinking, problem-solving approach is the ideal way to prepare students to transcend point-and-click skills and take advantage of all that the World Wide Web has to offer.

Our goal in developing the New Perspectives Series was to create books that give students the software concepts...

Microsoft Office 2007 Fundamentals: Projects Binder
Microsoft Office 2007 Fundamentals: Projects Binder

Welcome to the Microsoft Office 2007 Fundamentals Projects Binder! The projects in this binder cover the primary features and commands of Office 2007 and provide valuable opportunities to apply or extend skills learned in an accompanying textbook. The 150 projects in this binder can be used with any Microsoft® Office 2007 textbook to...

Adobe Photoshop CS3: Introductory Concepts and Techniques
Adobe Photoshop CS3: Introductory Concepts and Techniques

The Shelly Cashman Series® offers the finest textbooks in computer education. We are proud of the fact that our textbook series has been the most widely used in education. Adobe® Photoshop® CS3: Introductory Concepts and Techniques continues with the innovation, quality, and reliability that you have come to expect from the...

Gamification by Design: Implementing Game Mechanics in Web and Mobile Apps
Gamification by Design: Implementing Game Mechanics in Web and Mobile Apps

Gamification may be a new term, but the idea of using game-thinking and game mechanics to solve problems and engage audiences isn’t exactly new. The military has been using games and simulations for hundreds (if not thousands) of years, and the U.S. military has been a pioneer in the use of video games across branches. Three...

Microsoft Expression Web 3: Complete (Shelly Cashman)
Microsoft Expression Web 3: Complete (Shelly Cashman)

Shelly Cashman Series® offers the fi nest textbooks in computer education. We are proud of the fact that our textbooks have been the most widely used books in education. Microsoft® Expression® Web 3: Complete continues with the innovation, quality, and reliability that you have come to expect from the Shelly Cashman...

Natural and Wood Fibre Reinforcement in Polymers (Rapra Review Reports)
Natural and Wood Fibre Reinforcement in Polymers (Rapra Review Reports)
The use of composite materials dates from centuries ago, when it all started with natural fibres. In ancient Egypt some 3,000 years ago, clay was reinforced by straw to build walls. Later on the natural fibre lost much of its interest.

This report examines the different fibre types available and the current research. The...

Machine Learning: An Algorithmic Perspective (Chapman & Hall/Crc Machine Learning & Pattern Recognition)
Machine Learning: An Algorithmic Perspective (Chapman & Hall/Crc Machine Learning & Pattern Recognition)

Traditional books on machine learning can be divided into two groups ― those aimed at advanced undergraduates or early postgraduates with reasonable mathematical knowledge and those that are primers on how to code algorithms. The field is ready for a text that not only demonstrates how to use the algorithms that make up machine learning...

Advanced Engineering Mathematics (2nd Edition)
Advanced Engineering Mathematics (2nd Edition)

This clear, pedagogically rich book develops a strong understanding of the mathematical principles and practices that today's engineers need to know. Equally as effective as either a textbook or reference manual, it approaches mathematical concepts from an engineering perspective, making physical applications more vivid and...

Operational Risk : Modeling Analytics
Operational Risk : Modeling Analytics

Discover how to optimize business strategies from both qualitative and quantitative points of view

Operational Risk: Modeling Analytics is organized around the principle that the analysis of operational risk consists, in part, of the collection of data and the building of mathematical models to describe risk. This book is
...

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