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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...
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...
Knowledge Discovery and Data Mining. Current Issues and New Applications: Current Issues and New Applications
Knowledge Discovery and Data Mining. Current Issues and New Applications: Current Issues and New Applications
The Fourth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2000) was held at the Keihanna-Plaza, Kyoto, Japan, April 18 - 20, 2000. PAKDD 2000 provided an international forum for researchers and application developers to share their original research results and practical development experiences. A wide...
Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series)
Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series)

Most tasks require a person or an automated system to reason--to reach conclusions based on available information. The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is model-based, allowing interpretable models to be constructed and then manipulated by reasoning...

Automated Software Testing: Introduction, Management, and Performance: Introduction, Management, and Performance
Automated Software Testing: Introduction, Management, and Performance: Introduction, Management, and Performance
Automated Software Testing addresses the challenge for today’s software professionals who are faced with real schedule deadlines and need to introduce, manage, and perform automated testing on a project. The book addresses automated testing within a client-server or Web environment.

The focus of this book is...
Human - Computer Systems Interaction: Backgrounds and Applications 2: Part 2 (Advances in Intelligent and Soft Computing)
Human - Computer Systems Interaction: Backgrounds and Applications 2: Part 2 (Advances in Intelligent and Soft Computing)
It is demonstrated that spectral characteristics of steady-state visual evoked potentials (SSVEPs) in a brain-computer interface (SSVEP-based BCI) depend significantly on the stimulus parameters, such as color and frequency of its flashing light. We postulate these dependencies can be used to improve the BCI performance –...
Introducing Microsoft SQL Server 2012
Introducing Microsoft SQL Server 2012
Microsoft SQL Server 2012 is Microsoft’s first cloud-ready information platform. It gives organizations effective tools to protect, unlock, and scale the power of their data, and it works across a variety of devices and data sources, from desktops, phones, and tablets, to datacenters and both private and public clouds. Our purpose in...
TIBCO Architecture Fundamentals (TIBCO Press)
TIBCO Architecture Fundamentals (TIBCO Press)

TIBCO’s product suite comprises a diverse range of components. Each component is specialized for a particular functionality, ranging from basic messaging through services, service orchestration, the management of complex business processes, managing master data across...

Intuit QuickBooks Enterprise Edition 12.0 Cookbook for Experts
Intuit QuickBooks Enterprise Edition 12.0 Cookbook for Experts
Intuit QuickBooks Enterprise Edition 12.0 is an accounting software that is both user-friendly and sophisticated. The interface is not only visual and intuitive, but also feature-rich for mid-size businesses, as well as complex, growing small businesses.

Intuit QuickBooks Enterprise Edition 12.0 for Experts is a cookbook...
Handbook of Industrial and Hazardous Wastes Treatment
Handbook of Industrial and Hazardous Wastes Treatment
Environmental managers, engineers, and scientists who have had experience with industrial and hazardous waste management problems have noted the need for a handbook that is comprehensive in its scope, directly applicable to daily waste management problems of specific industries, and widely acceptable by practicing environmental...
Foundation Game Design with ActionScript 3.0
Foundation Game Design with ActionScript 3.0

In response to the success of the first edition of Foundation Game Design with Flash, Rex van der Spuy has revised and updated all the code to meet current programming best practices, and the focus is now on accurate ActionScript 3.0, regardless of the IDE that you use.

We’ve all sneaked the...

Food Supply Chain Management
Food Supply Chain Management
Food is always a matter of interest, a means of providing energy, the raw material that builds and maintains our well-being, a defence against illness, a pleasure to consume when well prepared and presented, a basis for social interaction and enjoyment at home, in a restaurant, canteen or perhaps even hospital or school. Our...
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