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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...
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...
Deep Learning with PyTorch: A practical approach to building neural network models using PyTorch
Deep Learning with PyTorch: A practical approach to building neural network models using PyTorch

Build neural network models in text, vision and advanced analytics using PyTorch

Key Features

  • 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...
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...
Rough Guide Mandarin Chinese Phrasebook (Rough Guide Phrasebook: Mandarin Chinese)
Rough Guide Mandarin Chinese Phrasebook (Rough Guide Phrasebook: Mandarin Chinese)

The Rough Guide Mandarin Chinese Phrasebook is the definitive Phrasebook to help you make the most of your time in China. Whether you want to book a hotel room, ask what time the train leaves, or buy a drink from the bar, this Phrasebook will help you communicate with the locals in no time with a dictionary of more than 5,000...

Frommer's England and the Best of Wales (Frommer's Complete Guides)
Frommer's England and the Best of Wales (Frommer's Complete Guides)

Complete guides give the comprehensive overview of their destinations to give travellers the maximum variety of choices and need-to-know local information in their chosen city or country, without glossing over any of the details. Through itineraries, regions and areas are broken down to allow for detailed guides to each of the areas and...

Business In Blue Jeans: How To Have A Successful Business On Your Own Terms, In Your Own Style
Business In Blue Jeans: How To Have A Successful Business On Your Own Terms, In Your Own Style

Reviews:
"This is the best little 'how-to' book for starting and running a small business I've come across. Don't even think about going into business without it. And if you are already in business, this book is a must-read."
--Larry Winget, television personality and 5 time
...

PCI-X System Architecture
PCI-X System Architecture

The PCI-X bus will start appearing in advanced PCs within months, delivering breakthrough performance, transfer rates of up to 1.06 Gb/sec, and backward compatibility with the PCI standard. Now, there's a comprehensive guide to PCI-X, covering everything engineers and developers need to create robust, reliable PCI-X boards and software....

Visualization of Time-Oriented Data (Human-Computer Interaction Series)
Visualization of Time-Oriented Data (Human-Computer Interaction Series)
Time is an exceptional dimension.We recognize this every day: when we are waiting for a train, time seems to run at a snail’s pace, but the hours we spend in a bar with a good friend pass by so quickly. There are times when one can wait endlessly for something to happen, and there are times when one is overwhelmed by events...
The Project Management Advisor: 18 Major Project Screw-Ups, and How to Cut Them off at the Pass
The Project Management Advisor: 18 Major Project Screw-Ups, and How to Cut Them off at the Pass

This is the eBook version of the printed book.

This is your complete, hands-on guide to saving projects in trouble.

Drawing on 20 years of frontline project management experience, Lonnie Pacelli identifies the 18 most pervasive causes of project failure: their causes, early warning signs, and how to fix them...

The Ultimate Digital Music Guide: The Best Way to Store, Organize, and Play Digital Music
The Ultimate Digital Music Guide: The Best Way to Store, Organize, and Play Digital Music

Iam a music lover. Big time. My wife and I try to catch at least one or two major shows a month, and I’m an “A Train” member of and frequent visitor to our local jazz club. (That’s the Dakota Jazz Club in Minneapolis, one of the best in the nation.) I have more than 1,700 albums in my music collection, or more than...

Introduction to Probability and Statistics
Introduction to Probability and Statistics
Every time you pick up a newspaper or a magazine, watch TV, or surf the Internet, you encounter statistics. Every time you fill out a questionnaire, register at an online website, or pass your grocery rewards card through an electronic scanner, your personal information becomes part of a database containing your personal...
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