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Free download — Algorithmic Trading with Python: Technical Analysis Strategy (Updated 10/2021)
Data Importation, Modelisation, Algorithmic Trading, Portfolio management, MT5 Live Trading using Python, Bot included.
MT5 Live Trading using Python
Improve your Python skills
Create Algorithmic Trading strats
Plot financial data
Vectorized Backtesting
Statistics like Sharpe ratio, Sortino ratio, beta
Combine Trading strats using Portfolio Management Technic
Manage data using Pandas
Data Cleaning using pandas
Python programmation
Compare / Choose trading strats
Quantify the risk of a strategy
Sortino portfolio Optimization
Minimum Variance Optimization
Mean Variance Skewness Kurtosis Optimization (not famous but one of the most used)
Import finance data from the broker
Import financial data from Yahoo Finance
Put your strategy on a VPS
Some python knowledge are welcoming but not necessaryProfessional in finance
You already have knowledge in python and you want to monetize and diversify your knowledge
You already have some trading knowledge and you want to learn about 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 bners 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 strats from scratch. Indeed, after a crash course in Python, you will learn how to implement a strategy based on one of the most used technical indicators: the RSI. You will also learn how to combine strats to optimize your risk/return using the portfolio techniques like Sortino portfolio optimization, min variance optimization, and Mean-Variance skewness kurtosis Optimization.
Once the strats 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:
Live trading implementation
Import the data
Some reference algorithms
How to do a backtest
The risk of a stock
Python
What is a long and short position
Numpy
Pandas
Matplotlib
Why do you must diversify your investments
Sharpe ratio
Sortino ratio
Alpha coefficient
Beta coefficient
Sortino Portfolio Optimization
Min variance Optimization
Mean-Variance skewness kurtosis Optimization
Why this course and not another
This is not a programming course nor a trading course. It is a course in which programming is used for trading.
This course is not created by a data scientist but by 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 finance
Professional in finance
Professional in data science
Students in data science
About: Algorithmic Trading with Python: Technical Analysis Strategy (Updated 10/2021)
| File Name: | Algorithmic Trading with Python: Technical Analysis Strategy (Updated 10/2021) |
| Content Source: | N/A |
| Genre / Category: | Free Course |
| File Size : | 2.3 GB |
| Publisher: | N/A |
| Updated and Published: | OCTOBER 21, 2021 |
DOWNLOAD LINK : Algorithmic Trading with Python: Technical Analysis Strategy (Updated 10/2021)
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