Regression-Based Machine Learning for Algorithmic Trading

Hands on Python guide to develop investing strategies using regression based Machine Learning techniques.

What Will I Learn from the course "Regression-Based Machine Learning for Algorithmic Trading"?

• Understand and implement linear regression, Lasso, Ridge, ElasticNet in Python for pairs trading, and trend-following strategies.
• Design investment strategies following professional Quant work flow
• Understanding and implement machine learning techniques utilizing Python scikit-learn library.
• Gain a deeper appreciation of challenges of modeling financial time series
• Understand the different categories of machine learning
• Understand hyperparameters and how to validate machine learning model
• Understand the limitations of various machine learning techniques

Includes:

• 3.5 hours on-demand video
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

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