Algorithmic Trading with Python: Machine Learning strategies

Artificial intelligence / Machine Learning for algorithmic trading. MetaTrader 5 bots included!

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 programmation
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