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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...
Intelligent Autonomous Systems: Foundations and Applications
Intelligent Autonomous Systems: Foundations and Applications

Intelligent Autonomous Systems (IAS) are the physical embodiment of machine intelligence providing a core concept for integrating various advanced technologies with pattern recognition and learning. The basic philosophy of IAS research is to explore and understand the nature of intelligence in problems of perception, reasoning, learning and...

Neural Networks: Computational Models and Applications (Studies in Computational Intelligence)
Neural Networks: Computational Models and Applications (Studies in Computational Intelligence)

Artificial neural networks, or simply called neural networks, refer to the various mathematical models of human brain functions such as perception, computation and memory. It is a fascinating scientific challenge of our time to understand how the human brain works. Modeling neural networks facilitates us in investigating the...

World Class IT: Why Businesses Succeed When IT Triumphs
World Class IT: Why Businesses Succeed When IT Triumphs

Prior to the 1970s, computer and electronics-based technology was hardly a pervasive part of our everyday lives. Automobiles were not yet computerized, fax machines were just taking off, and, significantly, the personal computer had yet to be popularized. Individuals who dreamed of a career in information technology departments were...

Artificial General Intelligence: 4th International Conference, AGI 2011, Mountain View
Artificial General Intelligence: 4th International Conference, AGI 2011, Mountain View

The original goal of the AI field was the construction of “thinking machines” – that is, computer systems with human-like general intelligence. Due to the difficulty of this task, for the last few decades the majority of AI researchers have focused on what has been called “narrow AI” – the production...

Simulated Annealing and Boltzmann Machines: A Stochastic Approach to Combinatorial Optimization and Neural Computing
Simulated Annealing and Boltzmann Machines: A Stochastic Approach to Combinatorial Optimization and Neural Computing

Wiley-Interscience Series in Discrete Mathematics and Optimization Advisory Editors Ronald L. Graham Jan Karel Lenstra Robert E. Tarjan Discrete Mathematics and Optimization involves the study of finite structures. It is one of the fastest growing areas in mathematics today. The level and depth of recent advances in the area and the wide...

Studies in Complexity and Cryptography: Miscellanea on the Interplay between Randomness and Computation
Studies in Complexity and Cryptography: Miscellanea on the Interplay between Randomness and Computation

This volume contains a collection of studies in the areas of complexity theory and foundations of cryptography. These studies were conducted at different times during the last couple of decades. Although many of these studies have been referred to by other works, none of them was formally published before.

Indeed, this volume...

Getting Started with Citrix XenApp 6
Getting Started with Citrix XenApp 6

XenApp 6 is the leader in application hosting and virtualization delivery, allowing users from different platforms such as Windows, Mac, Linux, and mobile devices to connect to their business applications. It reduces resources and costs for application distribution and management. Using Citrix XenApp 6, you can deploy secure...

Inside the Machine: An Illustrated Introduction to Microprocessors and Computer Architecture
Inside the Machine: An Illustrated Introduction to Microprocessors and Computer Architecture

Inside the Machine is an introduction to computers that is intended to fill the gap that exists between classic but more challenging introductions to computer architecture, like John L. Hennessy’s and David A.

Patterson’s popular textbooks, and the growing mass of works that are simply too basic...

Computability Theory: An Introduction to Recursion Theory
Computability Theory: An Introduction to Recursion Theory

The study of the class of computable partial functions (i.e., recursive partial functions) stands at the intersection of three fields: mathematics, theoretical computer science, and philosophy.

Mathematically, computability theory originates from the concept of an algorithm. It leads to a classification of functions according...

Macs For Dummies
Macs For Dummies

What an amazing time to get to know the Mac. For years these elegantly designed computers have been a model of simplicity and virus-free stability. But that’s never stopped Apple from making these machines even harder to resist by applying stunning changes.

Consider Apple’s seismic embrace of Intel a few years...

Software Build Systems: Principles and Experience
Software Build Systems: Principles and Experience

Are you a software developer? Are you interested in how build systems work? You’re reading this book; so there’s a good chance you answered “Yes” to both questions. On the other hand, many software developers aren’t interested in how their program is compiled. Most people just want to press a button and...

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