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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...
Brownian Motion Calculus
Brownian Motion Calculus

Brownian Motion Calculus presents the basics of Stochastic Calculus with a focus on the valuation of financial derivatives. It is intended as an accessible introduction to the technical literature. The sequence of chapters starts with a description of Brownian motion, the random process which serves as the basic driver...

Joomla! 1.5 Template Design
Joomla! 1.5 Template Design

Using Joomla! Templates with HTML and CSS allows you to give a unique look and feel to your site, present a "fresh face" to your pre-existing content, ensure that your site design is consistent with your brand, and build a site layout that suits your unique needs. A quality web site is easily within your grasp using these cutting-edge...

Challenges for Game Designers
Challenges for Game Designers
Welcome to a book written to challenge you, improve your brainstorming abilities, and sharpen your game design skills! Challenges for Game Designers: Non-Digital Exercises for Video Game Designers is filled with enjoyable, interesting, and challenging exercises to help you become a better video game designer, whether you are a professional or...
High-Powered Investing All-In-One For Dummies (Business & Personal Finance)
High-Powered Investing All-In-One For Dummies (Business & Personal Finance)
Looking for help making smarter, more profitable high-end investment decisions? Why buy ten books that cover each of the major topics you need to understand, when High-Powered Investing All-In-One For Dummies gives you ten expert guide for the price of one?

This hands-on resource arms you with an arsenal of advanced investing...

Photonic Crystals: Molding the Flow of Light (Second Edition)
Photonic Crystals: Molding the Flow of Light (Second Edition)
Since it was first published in 1995, Photonic Crystals has remained the definitive text for both undergraduates and researchers on photonic band-gap materials and their use in controlling the propagation of light. This newly expanded and revised edition covers the latest developments in the field, providing the most up-to-date, concise,...
Data Mining for Intelligence, Fraud & Criminal Detection: Advanced Analytics & Information Sharing Technologies
Data Mining for Intelligence, Fraud & Criminal Detection: Advanced Analytics & Information Sharing Technologies
Every organization, bureau, agency, and corporation has fundamental analytical needs that traditionally require a significant amount of data integration and resources. Whether investigating money laundering, insider trading, insurance fraud, or terrorist behavior, the analytical processes and systems architectures are very similar. In fact, the...
The Bank Analyst's Handbook: Money, Risk and Conjuring Tricks
The Bank Analyst's Handbook: Money, Risk and Conjuring Tricks
Financial institutions have few friends. However, despite their poor image, they provide a range of services without which it is difficult to envisage how a modern economy could operate. It is also true that banks attract some of the brightest and most highly qualified people of any industry. Money is one factor, banks pay well for top talent, but...
Google Hacking for Penetration Testers, Volume 2
Google Hacking for Penetration Testers, Volume 2
A self-respecting Google hacker spends hours trolling the Internet for juicy stuff. Firing off search after search, they thrive on the thrill of finding clean, mean, streamlined queries and get a real rush from sharing those queries and trading screenshots of their findings. I know because Ive seen it with my own eyes. As the founder of the Google...
Distributed Work
Distributed Work
Technological advances and changes in the global economy are motivating and enabling an increasing geographic distribution of work. Today, the geographic distance between an average pair of workers is increasing in industries ranging from banking, to wine production, to clothing design. According to Bureau of Labor surveys of workers, more people...
Engineering Wireless-Based Software Systems And Applications
Engineering Wireless-Based Software Systems And Applications
This comprehensive resource offers professionals detailed guidance on the engineering aspects of building software for wireless communications. From design and architecture to security and testing, the book shows how to overcome every engineering challenge encountered in successfully developing wireless software. Filled with open-source code...
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