From 1K To 4K: Machine Learning Trading Bot With Python

A hands-on guide to data, machine learning, and trading bot development with real results.

What you’ll learn
Apply backtesting techniques to evaluate trading strategies, turning $1,000 into $4,000
Develop a fully automated trading bot that runs 24/7 on Binance or Kraken
Go straight to the heart of Machine Learning by applying it directly to Bitcoin price prediction
Implement a complete end-to-end Machine Learning pipeline
Build and train deep learning models (Conv1D, LSTM, and hybrid architectures) to predict market movements
Useful tips and tricks in Machine Learning to boost model performance
Algorithmic trading with AI, where decisions are driven by data and backtesting, not emotions

Requirements
Basic Python knowledge (for example: writing simple loops, functions, and classes)
No prior experience in machine learning or trading required
A computer with an internet connection (Windows, Mac, or Linux)

Description
Build your own AI-powered Bitcoin trading bot.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 dataUnderstand stationarity, feature engineering, and time series preprocessingBuild predictive models using Conv1D and LSTMEnsemble multiple models for more stable performanceDesign and implement a live trading bot that runs every 15 minutesBacktest strategies to evaluate performance before going liveWho this course is for:Python developers who want to apply their skills in trading and financeTraders who want to upgrade to systematic, AI-driven approachesData science and machine learning learners looking for a real-world projectAnyone curious about how AI can be applied in cryptocurrency tradingBy 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.

Beginners in machine learning who want to apply AI to real-world finance,Aspiring algorithmic traders who want to build their own trading bot from scratch,Python learners who want a practical project that goes beyond theory,Anyone curious about how to use AI in financial markets — from data preprocessing to live trading,Traders who want to move from manual strategies to automated, AI-driven systems