Machine Learning

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ML301: Machine learning

Using Python

Level: Advanced; Pre-requisites: Python

Excited about machine learning and artifical intelligence (AI)? Curious how Facebook recognizes faces or how it places ads, how Amazon and Netflix make their recommendations, how IBM Watson predicts weather, how Deep Blue beat Kasparov and how you can predict stock prices or house prices? Join this course.

We'll cover data preprocessing, regression, classification, clustering, association rule learning (recommenders), reinforcement learning, deep learning (artificial neural networks (ANN), onvolutional neural networkds (CNN).