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End to End theory of all ML algorithms is covered along with Visualization and Illustrative examples in MS Excel followed by hands-on application in python for various Finance and Risk topics such as Algo trading, Pricing, and Risk Management.

Course Structure:

Module 1 – Primer

Module 2 – Supervised Learning (Regression)

Module 3 – Supervised Learning (Classification)

Module 4 – Anomaly Detection

Module 5 – Unsupervised Learning

Module 5 – Reinforcement Learning

Module 6 – Natural Language Processing (NLP)

Module 7 – Deep Learning