AI Algorithmic Trading: Buy/Sell Signal [Python]

Build AI Based Buy/Sell Signal/Indicator in Your Algorithmic Trading Bot, Boost Your Python Machine Learning Knowledge

Created by: Ali Abdoli
Retail Trader, Tech Leader

What Will I Learn?

• Create buy/sell signal using machine learning in your trading bot
• Price prediction using Artificial Intelligence for algorithmic trading
• Using ML Python packages (TensorFlow, PyMC, Scikit Learn, SciPy, ...)
• Different types of Machine Learning models
• Deep Learning and Artificial Neural Network
• Probability based models (Bayesian) and Decision Tree based (Random Forest)
• Different market data sources (OHLC), MetaTrader5, AlphaVantage
• Using Pandas, Numpy, Jupyter-Notebook, Seaborn, Matplotlib, etc
• Model Ensemble (Bagging and Boosting)
• Feature extraction and target design for price prediction
• Inuition behind every Machine Learning model without too much maths
• Recurrent Nueral Network and LSTM

Requirements

• Basic Python Programming
• Desktop Computer
• Basic High School Math Skills

Target audience

• Traditional Algorithmic Trader Who Wants enjoy Artificial Intelligence Benefits
• A Python Programmer Who Would Like Use Machine Learning For Trading