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Machine Learning for Algorithmic Trading Bots with Python

Video Description

Introducing the study of machine learning and algorithmic trading for financial practitioners

About This Video

  • Building high-frequency trading robots
  • Applying feature engineering on stock market data
  • Diving deeper into the pros and cons of various financial data structures
  • Building & evaluating many machine learning models
  • Implementing backtesting econometrics for trading strategies evaluation
  • Hacking Ensemble Learning Algorithms in Machine Learning
  • Featuring a premiere on Ensemble Learning with Bagging & Boosting
  • Experience-based tutorials and hands-on financial challenges

In Detail

Have you ever wondered how the Stock Market, Forex, Cryptocurrency and Online Trading works? Have you ever wanted to become a rich trader having your computers work and make money for you while you’re away for a trip in the Maldives? Ever wanted to land a decent job in a brokerage, bank, or any other prestigious financial institution?We have compiled this course for you in order to seize your moment and land your dream job in financial sector. This course covers the advances in the techniques developed for algorithmic trading and financial analysis based on the recent breakthroughs in machine learning. We leverage the classic techniques widely used and applied by financial data scientists to equip you with the necessary concepts and modern tools to reach a common ground with financial professionals and conquer your next interview.By the end of the course, you will gain a solid understanding of financial terminology and methodology and a hands-on experience in designing and building financial machine learning models. You will be able to evaluate and validate different algorithmic trading strategies. We have a dedicated section to backtesting which is the holy grail of algorithmic trading and is an essential key to successful deployment of reliable algorithms.

The code bundle for this video course is available at - https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python

Downloading the example code for this course: You can download the example code files for all Packt video courses you have purchased from your account at http://www.PacktPub.com. If you purchased this course elsewhere, you can visit http://www.PacktPub.com/support and register to have the files e-mailed directly to you.