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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...
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...
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
  • ...
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...
Python Programming for the Absolute Beginner
Python Programming for the Absolute Beginner

If you are new to programming with Python and are looking for a solid introduction, this is the book for you. Developed by computer science instructors, books in the for the absolute beginner series teach the principles of programming through simple game creation. You will acquire the skills that you need for more practical Python...

Policy-Based Network Management: Solutions for the Next Generation (The Morgan Kaufmann Series in Networking)
Policy-Based Network Management: Solutions for the Next Generation (The Morgan Kaufmann Series in Networking)
Policy-Based Network Management (PBNM) systems enable business rules and procedures to be translated into policies that configure and control the network and its services. Those who manage network systems are aware that this approach can benefit both network management as well as the development of applications that use network services; however,...
iOS 4 in Action: Examples and Solutions for iPhone & iPad
iOS 4 in Action: Examples and Solutions for iPhone & iPad

When I started playing with the first-generation iPhone back in 2008, I was amazed by the simplicity and versatility of the smart phone. With the iPhone in hand, I could take pictures, navigate with GPS, tell time, and of course, play games—especially when I was bored while waiting in line at the DMV for my license plate....

Security 2020: Reduce Security Risks This Decade
Security 2020: Reduce Security Risks This Decade

Identify real security risks and skip the hype

After years of focusing on IT security, we find that hackers are as active and effective as ever. This book gives application developers, networking and security professionals, those that create standards, and CIOs a straightforward look at the reality of today’s IT...

Getting Started with Grunt: The JavaScript Task Runner
Getting Started with Grunt: The JavaScript Task Runner

A hands-on approach to mastering the fundamentals of Grunt

Overview

  • Gain insight on the core concepts of Grunt, Node.js and npm to get started with Grunt.
  • Learn how to install, configure, run, and customize Grunt
  • Example-driven and filled with tips to help you create custom...
Exporting Essentials: Selling Products and Services to the World Successfully
Exporting Essentials: Selling Products and Services to the World Successfully

Exporting Essentials: Selling Products and Services to the World Successfully is for entrepreneurs and small business owners—the makers, movers, and shakers in our world—interested in taking their businesses to the next level of growth through exports. This short, hard-hitting book covers just the essentials,...

Metaprogramming Elixir: Write Less Code, Get More Done (and Have Fun!)
Metaprogramming Elixir: Write Less Code, Get More Done (and Have Fun!)

Write code that writes code with Elixir macros. Macros make metaprogramming possible and define the language itself. In this book, you'll learn how to use macros to extend the language with fast, maintainable code and share functionality in ways you never thought possible. You'll discover how to extend Elixir with your own first-class...

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