Udemy – Algorithmic trading from A to Z using Python 2022-3

Published on: 2024-12-03 20:50:18

Categories: 28

Descriptions

Algorithmic trading from A to Z using Python, All the applications of the course will be done using Python. However, for beginners in Python, don’t panic! There is a FREE python crash course included to master Python. In this course, you will learn how to use technical analysis, price action, machine learning to create robust strategies. You will perform quantitative analysis to find patterns in the data. Once you will have many profitable strategies, we will learn how to perform vectorized backtesting. Then you will apply portfolio techniques to reduce the drawdown and maximize your returns. 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. You will learn and understand quantitative analysis used by portfolio managers and professional traders: Modeling: Technical analysis (Moving average, RSI), price action (Support, resistance) and Machine Learning (Linear regression). Backtesting: Do a backtest properly without error and minimize the computation time (Vectorized Backtesting). Portfolio management: Combine strategies properly (Strategies portfolio).

What you’ll learn

Create an algorithmic trading strategy from A to Z (data import to live trading)
Put any algorithm in live trading using MetaTrader 5 and Python
Data Cleaning using Pandas
Guided tour thought the main algorithmic trading strategy (Technical Analysis, Price action, Machine Learning)
Manage financial data using Numpy, Pandas and Matplotlib
Python programming for algorithmic trading
Create scaling, intraday and swing trading strategies
Import stock price from Yahoo Finance and from your broker