Udemy – From 1K to 4K: Machine Learning Trading Bot with Python

This course takes you step by step from raw market data all the way to a fully automated trading system running on Binance or Kraken.

IMPORTANT: This course turns Trading to Science, not Gambling!

Starting with 1,000 USD, our goal is to grow the account toward 4,000 USD (Sharpe Ratio: 4.91 annualized, 0.0316 unannualized) using Machine Learning and systematic trading strategies. Along the way, you’ll gain practical experience in Python, data preprocessing, Conv1D, LSTM, ensembling methods, and backtesting.

What you’ll learn:

• Collect, clean, and scale real 15-minute Bitcoin data
• Understand stationarity, feature engineering, and time series preprocessing
• Build predictive models using Conv1D and LSTM
• Ensemble multiple models for more stable performance
• Design and implement a live trading bot that runs every 15 minutes
• Backtest strategies to evaluate performance before going live

Who this course is for:

• Python developers who want to apply their skills in trading and finance
• Traders who want to upgrade to systematic, AI-driven approaches
• Data science and machine learning learners looking for a real-world project
• Anyone curious about how AI can be applied in cryptocurrency trading

By the end of this course, you’ll have a working trading bot, a deep understanding of the machine learning pipeline for trading, and the confidence to experiment with your own ideas in crypto markets.

DOWNLOAD LINK: From 1K to 4K: Machine Learning Trading Bot with Python

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