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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...
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
  • ...
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...
Python Data Analytics: With Pandas, NumPy, and Matplotlib
Python Data Analytics: With Pandas, NumPy, and Matplotlib
Explore the latest Python tools and techniques to help you tackle the world of data acquisition and analysis. You'll review scientific computing with NumPy, visualization with matplotlib, and machine learning with scikit-learn. 

This revision is fully updated with new content on social media data analysis, image...
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...
Investigative Data Mining for Security and Criminal Detection, First Edition
Investigative Data Mining for Security and Criminal Detection, First Edition
Investigative Data Mining for Security and Criminal Detection is the first book to outline how data mining technologies can be used to combat crime in the 21st century. It introduces security managers, law enforcement investigators, counter-intelligence agents, fraud specialists, and information security analysts to the latest...
Writing Scientific Software: A Guide to Good Style
Writing Scientific Software: A Guide to Good Style
The core of scientific computing is designing, writing, testing, debugging and modifying numerical software for application to a vast range of areas: from graphics, meteorology and chemistry to engineering, biology and finance. Scientists, engineers and computer scientists need to write good code, for speed, clarity, flexibility and ease of re-use....
Professional SQL Server 2005 CLR Programming: with Stored Procedures, Functions, Triggers, Aggregates and Types
Professional SQL Server 2005 CLR Programming: with Stored Procedures, Functions, Triggers, Aggregates and Types
SQL Server 2005 offers the capability to write code in a .NET language that can be compiled and run inside SQL Server. CLR Integration, or SQL CLR, lets you create stored procedures, user-defined types, triggers, table valued functions, and aggregates using a .NET managed language. You can read and write to resources outside of SQL Server and enjoy...
Regular Expression Recipes for Windows Developers: A Problem-Solution Approach
Regular Expression Recipes for Windows Developers: A Problem-Solution Approach

Regular Expressions are an essential part of programming, but they can be hard to come to grips with. Regular Expression Recipes for Windows Developers contains over 100 of the most popular regular expressions, along with explanations of how to use each one. Languages covered include JavaScript, VB, VB.NET, and C#.

This...

Protected: Internet, Intranet, & Virtual Private Networks
Protected: Internet, Intranet, & Virtual Private Networks
A systematic guide to the technologies, standards, protocols, and means used for the transparent security of information interaction in computer networks, this resource enables an independent understanding of the various methods of providing computer and information security when using modern network technology. The basic features of both Web...
LDAP Programming, Management, and Integration
LDAP Programming, Management, and Integration
Focusing on the practical application of the Lightweight Directory Access Protocol, this tutorial is geared toward IS professionals and software developers who are responsible for getting the maximum potential from their directories by integrating them with existing processes and applications. As the Internet standard for directory services, LDAP...
Security in Computing (4th Edition)
Security in Computing (4th Edition)
The New State-of-the-Art in Information Security: Now Covers the Economics of Cyber Security and the Intersection of Privacy and Information Security

For years, IT and security professionals and students have turned to Security in Computing as the definitive guide to information...

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