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Video course · 4 chapters · 179 min · certificate

Algorithmic Trading – Machine Learning & Quant Strategies Course with Python

Algorithmic trading with Python and machine learning: fundamentals, an unsupervised-learning (clustering) strategy, a Twitter sentiment investing strategy and an intraday strategy using a GARCH volatility model.

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What you'll learn

  • Explain algorithmic trading and ML fundamentals
  • Build an unsupervised clustering strategy
  • Build a sentiment-based strategy
  • Build an intraday GARCH strategy

Chapters

4 chapters · 179:20
  1. 15:25 01Fundamentals Members Algo trading and ML fundamentals Three strategies.
  2. 109:43 02Clustering Members Unsupervised learning strategy Group stocks.
  3. 23:00 03Sentiment Members Twitter sentiment strategy Engagement signals.
  4. 31:12 04GARCH Members Intraday GARCH strategy Volatility.

Jobs this course suits

Our AI checked this course against 500 jobs; these get the most out of it. Each job links to its learning path.

Traders