Algorithmic Trading with Python: Machine Learning strategies
What you'll learn
- Machine learning skills
- MT5 live trading
- Create algorithmic trading strategies using Machine Learning
- Manage data using Pandas
- Data Cleaning using Pandas
- Python programming
- Compare / choose trading strategies
- Understand and implement a Linear Regression
- Understand and implement a SVM
- Understand and implement a PCA
- Import stock prices from your broker
- Import stock prices from Yahoo Finance
- Put your strategy on a VPS
Requirements
- Some python knowledge are welcoming but not necessary
Description
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.
Who this course is for:
- Everyone who wants to learn MT5 live trading using python
- Students in data science
- Professional in data science
- Professional in finance
- Students in finance
Instructor
- 4.4 Instructor Rating
- 514 Reviews
- 53,963 Students
- 20 Courses
Lucas is an independent quantitative trader specializing in Machine learning and data science, and the founder of Quantreo, an algorithmic trading E-learning website (more information in my Udemy profile).
He graduated in mathematics and economics from the University of Strasbourg (France). He has already helped +38.000 students through his online courses and his YouTube channel dedicated to algorithmic quantitative trading.
He has a quantitative trading approach, combining predictive models, financial theory, and stochastic calculus.