Deep learning is making waves. At the time of this writing (March 2016), Google’s AlghaGo program just beat 9-dan professional Go player Lee Sedol at the game of Go, a Chinese board game.Experts in the field of Artificial Intelligence thought we were 10 years away from achieving a victory against a top professional Go player, but progress seems to have accelerated!While deep learning is a complex subject, it is not any more difficult to learn than any other machine learning...

A beginner-friendly guide to algorithmic trading covering market basics, strategy design and backtesting, risk management, and how to build simple Python trading bots, with no prior trading or coding experience requiredKey FeaturesLearn through a step-by-step, beginner-safe path from market fundamentals to a working automated trading botGain hands-on Python experience focused on realistic strategies, robustness, and risk managementLearn backtes...

Master the lucrative discipline of quantitative trading with this insightful handbook from a master in the fieldIn the newly revised Second Edition of Quantitative Trading: How to Build Your Own Algorithmic Trading Business, quant trading expert Dr. Ernest P. Chan shows you how to apply both time-tested and novel quantitative trading strategies to develop or improve your own trading firm.You'll discover new case studies and updated information on t...

The financial industry has recently adopted Python at a tremendous rate, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. Updated for Python 3, the second edition of this hands-on book helps you get started with the language, guiding developers and quantitative analysts through Python libraries and tools for building financial applications and interactive financial analytics.Using practical examples throughout the...

The NinjaScript Programmer's Launch Pad V8 is a tutorial designed for C#.NET programmers new to NinjaTrader 8's NinjaScript programming environment. It begins by providing the new NinjaScript programmer with a clear understanding of the underlying structure, data, key classes, and efficient programming techniques for writing NinjaScript indicators. This same foundation of knowledge is necessary for creating automation strategies in NinjaScript, although automated strategies are beyond the ...

NOTE: There is a new edition of this eBook called The NinjaScript Programmer's Launch Pad V8 that addresses NinjaTrader 8.The NinjaScript Programmer's Launch Pad is a tutorial designed for programmers new to NinjaTrader's NinjaScript programming environment. It begins by providing the new NinjaScript programmer with a clear understanding of the underlying structure, data, key classes, and efficient programming techniques for writing NinjaScript indicators. This same foundation of k...

Harness the power of Python libraries to transform freely available financial market data into algorithmic trading strategies and deploy them into a live trading environment Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesFollow practical Python recipes to acquire, visualize, and store market data for market researchDesign, backtest, and evaluate the performance of trading strategies using professional techniques...

This special combination book, Expert Advisor Programming and Advanced Forex Strategies, will provide you with a solid foundation of the techniques required for profiting by combining expert advisor programming with advanced forex strategies. When finished you will have a deep understanding of the forex market from several angles. The emphasis throughout is on practical applications.Part 1: Expert Advisor Programming for Beginners: Maximum MT4 Forex Profit Strategies

Build and backtest your algorithmic trading strategies to gain a true advantage in the marketKey FeaturesGet quality insights from market data, stock analysis, and create your own data visualisationsLearn how to navigate the different features in Python’s data analysis librariesStart systematically approaching quantitative research and strategy generation/backtesting in algorithmic tradingBook DescriptionCreating an effective...

Use modern Python libraries such as pandas, NumPy, and scikit-learn and popular machine learning and deep learning methods to solve financial modeling problemsPurchase of the print or Kindle book includes a free eBook in the PDF formatKey FeaturesExplore unique recipes for financial data processing and analysis with PythonApply classical and machine learning approaches to financial time series analysisCal...

What is bad data? Some people consider it a technical phenomenon, like missing values or malformed records, but bad data includes a lot more. In this handbook, data expert Q. Ethan McCallum has gathered 19 colleagues from every corner of the data arena to reveal how they’ve recovered from nasty data problems.From cranky storage to poor representation to misguided policy, there are many paths to bad data. Bottom line? Bad data is data that gets in the way. This book explain...

Build a solid foundation in algorithmic trading by developing, testing and executing powerful trading strategies with real market data using PythonKey FeaturesBuild a strong foundation in algorithmic trading by becoming well-versed with the basics of financial marketsDemystify jargon related to understanding and placing multiple types of trading ordersDevise trading strategies and increase your odds of making a profit without human intervention...