Create and improve high-quality automated forecasts for time series data that have strong seasonal effects, holidays, and additional regressors using PythonKey FeaturesLearn how to use the open-source forecasting tool Facebook Prophet to improve your forecastsBuild a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance, and report that performance with concrete statisticsBook Desc...

Create and improve fully automated forecasts for time series data with strong seasonal effects, holidays, and additional regressors using Python Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesExplore Prophet, the open source forecasting tool developed at Meta, to improve your forecastsCreate a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance and report this perfor...

Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio. Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesDesign, train, and evaluate machine learning algorithms that underpin automated trading strategiesCreate a research and strategy development proce...

The fast and easy way to make sense of statistics for big dataDoes the subject of data analysis make you dizzy? You've come to the right place! Statistics For Big Data For Dummies breaks this often-overwhelming subject down into easily digestible parts, offering new and aspiring data analysts the foundation they need to be successful in the field. Inside, you'll find an easy-to-follow introduction to exploratory data analysis, the lowdown on collecting, cl...

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...

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...

NEW & IMPROVED SIGNALLING SYSTEM!Since the highly successful debutant of "Making Money with Binary Options Starter Kit", comes the NEW and IMPROVED binary options trading starter guide for FOREX binary trading.- New signal rules for trading forex binary options.- Easier and simpler steps to follow and start earning faster.- Improved with One-Click chart for signalling rules. No setup required.- More trade logs to share and learn. See how my trades pr...

Dive into algo trading with step-by-step tutorials and expert insightMachine Trading is a practical guide to building your algorithmic trading business. Written by a recognized trader with major institution expertise, this book provides step-by-step instruction on quantitative trading and the latest technologies available even outside the Wall Street sphere. You'll discover the latest platforms that are becoming increasingly easy to use, gain access to new...

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

Take your financial skills to the next level by mastering cutting-edge mathematical and statistical financial applicationsKey FeaturesExplore advanced financial models used by the industry and ways of solving them using PythonBuild state-of-the-art infrastructure for modeling, visualization, trading, and moreEmpower your financial applications by applying machine learning and deep learningBook DescriptionThe second edition of...

Learn and implement various Quantitative Finance concepts using the popular Python libraries Key Features\[\*\]Understand the fundamentals of Python data structures and work with time-series data\[\*\]Implement key concepts in quantitative finance using popular Python libraries such as NumPy, SciPy, and matplotlib\[\*\]A step-by-step tutorial packed with many Python programs that will help you learn how to apply Python to financeB...

Build efficient forecasting models using traditional time-series models and machine learning algorithms.Key FeaturesPerform time-series analysis and forecasting using R packages such as forecast and h2oDevelop models and find patterns to create visualizations using the TSstudio and plotly packagesLearn statistics and implement time-series methods with the help of examplesBook DescriptionTime-series analysis is the art of extr...