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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...
Mastering the Art of Equity Trading Through Simulation, + Web-Based Software: The TraderEx Course (Wiley Trading)
Mastering the Art of Equity Trading Through Simulation, + Web-Based Software: The TraderEx Course (Wiley Trading)

An interactive guide to successfully trading in today's markets

Mastering the Art of Equity Trading Through Simulation is a guidebook to interactive computer trading simulation designed to provide participants with hands-on experience in making tactical decisions and implementing them in different market...

Information Brokering Across Heterogeneous Digital Data: A Metadata-based Approach
Information Brokering Across Heterogeneous Digital Data: A Metadata-based Approach
Information intermediation is the foundation stone of some of the most successful Internet companies, and is perhaps second only to the Internet Infrastructure companies. On the heels of information integration and interoperability, this book on information brokering discusses the next step in information interoperability and integration. The...
The New Commodity Trading Guide: Breakthrough Strategies for Capturing Market Profits
The New Commodity Trading Guide: Breakthrough Strategies for Capturing Market Profits

“I’ve been trading stocks and commodities for more than 30 years, and I’ve read any number of how-to books, but George Kleinman’s The New Commodity Trading Guide is as clear, precise, and useful as any book I’ve come across during my career. I cannot recommend it strongly enough, if...

Mechanical Trading Systems: Pairing Trader Psychology with Technical Analysis
Mechanical Trading Systems: Pairing Trader Psychology with Technical Analysis
In 1987 my father and I purchased a seat on the New York Futures Exchange
for $100 and established a trading account with $25,000. The goal, he explained,
was to make $2,500 a week. Although this seemed like an extraordinary
annualized return on investment, I had heard of legendary traders
who had taken meager sums and
...
Optimal Portfolio Modeling, CD-ROM includes Models Using Excel and R: Models to Maximize Returns and Control Risk in Excel and R (Wiley Trading)
Optimal Portfolio Modeling, CD-ROM includes Models Using Excel and R: Models to Maximize Returns and Control Risk in Excel and R (Wiley Trading)

it takes more than just precise timing and picking the right stocks to achieve exceptional results in today's markets. In order to capture consistent success, you need to strike the right balance between position sizing and risk management.

Nobody understands this better than author Philip McDonnell, and with Optimal Portfolio Modeling,...

Chart Your Way To Profits: The Online Trader's Guide to Technical Analysis (Wiley Trading)
Chart Your Way To Profits: The Online Trader's Guide to Technical Analysis (Wiley Trading)
One of my favorite photographs was taken by my wife on our honeymoon. We were on the second leg of our trip, the first of which was in Dubrovnik, Croatia (part of the former Yugoslavia), and the second in central Italy. The photo shows me in bed, apparently asleep. The title of the book I am holding across my chest is clearly legible: Technical...
Web, Graphics & Perl TK: Best of the Perl Journal
Web, Graphics & Perl TK: Best of the Perl Journal
This is the second of three “Best of the Perl Journal” O’Reilly books, containing the crème de la crème of the 247 articles published during the Perl Journal’s 5-year existence as a standalone magazine. This particular book contains 39 articles covering the web, graphics,...
Service-Oriented Modeling (SOA): Service Analysis, Design, and Architecture
Service-Oriented Modeling (SOA): Service Analysis, Design, and Architecture
Answers to your most pressing SOA development questions

How do we start with service modeling? How do we analyze services for better reusability? Who should be involved? How do we create the best architecture model for our organization? This must-read for all enterprise leaders gives you all the answers and tools needed to develop a sound...

Practical Methods of Financial Engineering and Risk Management: Tools for Modern Financial Professionals
Practical Methods of Financial Engineering and Risk Management: Tools for Modern Financial Professionals

Risk control, capital allocation, and realistic derivative pricing and hedging are critical concerns for major financial institutions and individual traders alike. Events from the collapse of Lehman Brothers to the Greek sovereign debt crisis demonstrate the urgent and abiding need for statistical tools...

Investigating Cryptocurrencies: Understanding, Extracting, and Analyzing Blockchain Evidence
Investigating Cryptocurrencies: Understanding, Extracting, and Analyzing Blockchain Evidence

Investigate crimes involving cryptocurrencies and other blockchain technologies

Bitcoin has traditionally been the payment system of choice for a criminal trading on the Dark Web, and now many other blockchain cryptocurrencies are entering the mainstream as traders are accepting them from low-end investors putting their...

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