ML Predict Trading

This project is about learning times series forecasting with ML for stock prices prediction.

PLAN

• Create Github

• Learn about Nash-equilibrium

• Practice about Nash-equilibrium ( Python )

• Learn ML 🎉

• Time Varying Volatility Models for Stochastic Finance | Weather Derivatives ( https://www.youtube.com/watch?v=Kjpf4cvfsC0 )

• An introduction to time series forecasting ( https://www.youtube.com/watch?v=YQH-gKRuwsk&t=267s )

• Modern Time Series Analysis | SciPy 2019 ( https://www.youtube.com/watch?v=v5ijNXvlC5A&list=WL&index=16 )

• Learn ARIMA MODEL

• Learn Quantitative Analysis ( must be detailed )

• Learn Fundamental Analysis ( Infinite )

• OpenAI and ChatGPT

• Learn Technicals Analysis ( Easy )

Practice Technicals Analysis ( Easy )

- [x] Support & Resistance ( https://www.youtube.com/watch?v=aJ8Og-iLaas&t=1018s )

• Learn Technicals Analysis ( Medium )
• Learn Technicals Analysis ( Hard )
• OpenBB Terminal ( https://www.youtube.com/watch?v=fqGPK8OVHLk )
• Errors to avoid ( https://www.youtube.com/watch?v=3-_3t--Db3M )
• Backtesting
• Patterns and Trends in Time Series Plots (statistics) ( https://www.youtube.com/watch?v=ca0rDWo7IpI )
• Stock Trading Risk Management Calculator ( https://www.youtube.com/watch?v=Oq4BBZvuyec )
• LSTM Multivariate Time Series Forecasting in Keras
• Algorithmically Detecting (and Trading) Technical Chart Patterns with Python ( https://medium.com/automation-generation/algorithmically-detecting-and-trading-technical-chart-patterns-with-python-c577b3a396ed )
• Detect Technical Breakouts Using Python ( https://medium.datadriveninvestor.com/how-to-algorithmically-detect-technical-chart-patterns-155ca13b7b26 )
• Probabilistic Forecasts: Pinball Loss Function ( https://towardsdatascience.com/probabilistic-forecasts-pinball-loss-function-baf86a5a14d0 )

Technologies

Work Together

I search to built a team about this project, so if you are interessted email me : me@bak-dev.com

Toutube Channels

https://www.youtube.com/c/QuantPy
https://www.youtube.com/c/DigitalSreeni
https://www.youtube.com/c/CodeTradingCafe

Courses

https://blog.quantinsti.com/changing-trends-in-trading-risk-management/

Other

https://metaapi.cloud/docs/risk-management/