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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...
Mastering OpenCV 4 with Python: A practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7
Mastering OpenCV 4 with Python: A practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7

Create advanced applications with Python and OpenCV, exploring the potential of facial recognition, machine learning, deep learning, web computing and augmented reality.

Key Features

  • Develop your computer vision skills by mastering algorithms in Open Source Computer Vision 4 (OpenCV 4)and...
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...
PyTorch Recipes: A Problem-Solution Approach
PyTorch Recipes: A Problem-Solution Approach
Get up to speed with the deep learning concepts of Pytorch using a problem-solution approach. Starting with an introduction to PyTorch, you'll get familiarized with tensors, a type of data structure used to calculate arithmetic operations and also learn how they operate. You will then take a look...
fastText Quick Start Guide: Get started with Facebook's library for text representation and classification
fastText Quick Start Guide: Get started with Facebook's library for text representation and classification

Perform efficient fast text representation and classification with Facebook's fastText library

Key Features

  • Introduction to Facebook's fastText library for NLP
  • Perform efficient word representations, sentence classification, vector representation
  • ...
An Introduction to Modern Mathematical Computing: With Maple(TM)
An Introduction to Modern Mathematical Computing: With Maple(TM)

Thirty years ago mathematical, as opposed to applied numerical, computation was difficult to perform and so relatively little used. Three threads changed that: the emergence of the personal computer; the discovery of fiber-optics and the consequent development of the modern internet; and the building of the Three “M’s”...

Mike Meyers' CompTIA A+ Guide to Managing and Troubleshooting PCs, Third Edition
Mike Meyers' CompTIA A+ Guide to Managing and Troubleshooting PCs, Third Edition

Essential Skills for a Successful IT Career

Written by CompTIA certification and training expert Mike Meyers, this instructive, full-color guide will help you pass the CompTIA A+ exams and become an expert hardware technician. Mike Meyers' CompTIA A+ Guide to Managing and Troubleshooting PCs, Third Edition is...

Introduction to Compiler Construction
Introduction to Compiler Construction

The art of compiler construction is a fascinating subject- It integrates the mathe matical foundations of formal languages, a wealth of well-established techniques for syntactic analysis, semantic analysis and optimization, and a tremendous amount of practical experience accumulated over the past four decades in designing and us ing...

Object-Oriented Software Engineering: Practical Software Development using UML and Java
Object-Oriented Software Engineering: Practical Software Development using UML and Java

This earliest recorded attempt to regulate the engineering profession reminds us, in the bluntest way possible, that the paramount purpose of engineering and engineering design is to serve the user. One would assume that the engineer’s responsibility to users is so self evident that it goes without saying. Various professional...

Introduction to Embedded Systems: A Cyber-Physical Systems Approach
Introduction to Embedded Systems: A Cyber-Physical Systems Approach

The most visible use of computers and software is processing information for human consumption. We use them to write books (like this one), search for information on the web, communicate via email, and keep track of financial data. The vast majority of computers in use, however, are much less visible. They run the engine, brakes,...

Blender For Dummies
Blender For Dummies

Welcome to Blender For Dummies, 2nd Edition, your introduction to one of the most well-known free programs for creating 3D computer graphics. With Blender, you can create characters, props, environments, and nearly anything else your imagination can generate. You can then take those creations and use them in Blender to tell a story in an...

Matlab, Second Edition: A Practical Introduction to Programming and Problem Solving
Matlab, Second Edition: A Practical Introduction to Programming and Problem Solving

The purpose of this book is to teach fundamentals of programming concepts and skills needed for basic problem solving, all using MATLABW as the vehicle. MATLAB is a powerful software package that has built-in functions to accomplish a diverse range of tasks, from mathematical operations to three-dimensional imaging. Additionally,...

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