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4.58
120 reviews
Hot course

Algorithmic Trading with Python: Machine Learning strategies

Artificial intelligence / Machine Learning for algorithmic trading. MetaTrader 5 bots included!
Instructor
Lucas Inglese
13,528 Students enrolled
  • Description
  • Curriculum
  • FAQ
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You already know python, and you want to monetize and diversify your knowledge?

You already have some trading knowledge, and you want to learn about artificial intelligence in algorithmic trading?

You are simply a curious person who wants to get into this subject?

 

If you answer at least one of these questions, I welcome you to this course. For beginners in python, don’t panic! There is a python course (small but condensed) to master this python knowledge.

In this course, you will learn how to program strategies from scratch. Indeed, after a crash course in Python, you will learn how to implement a system based on Machine Learning (Linear regression, Support Vector Machine).

Once the strategies are created, we will backtest them using python. So that we know better this strategy using statistics like Sortino ratio, drawdown the beta… Then we will put our best algorithm in live trading.

 

You will learn about tools used by both portfolio managers and professional traders:

  • Artificial intelligence algorithm
  • Apply Machine Learning in Live Trading
  • Predict stock prices using Machine Learning
  • Live trading implementation
  • Import financial data
  • Linear Regression Algorithm
  • Support Vector Machine (SVM)
  • How to do a backtest
  • The risk of a stock
  • Python
  • What is a long and short position
  • Numpy
  • Pandas
  • Matplotlib
  • Sharpe ratio
  • Sortino ratio
  • Alpha coefficient
  • Beta coefficient

 

Why this course and not another?

  • It is not a programming course nor a trading course. It is a course in which programming is used for trading.
  • A data scientist does not create this course, but a degree in mathematics and economics specialized in Machine learning for finance.
  • You can ask questions or read our quantitative finance articles simply by registering on our free Discord forum.

Without forgetting that the course is satisfied or refunded for 30 days. Don’t miss an opportunity to improve your knowledge of this fascinating subject.

How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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Course details
Video 5 hours
Lectures 1
Certificate of Completion
Full lifetime access
Access on mobile and TV

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