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Machine Learning Foundations

Welcome to Machine Learning

Supervised and Unsupervised Learning

Check Your Understanding: Machine Learning Basics

Core Algorithms and Model Evaluation

Regression and Classification

Evaluating Models and Avoiding Overfitting

Check Your Understanding: Model Evaluation

Unsupervised Learning and Responsible Deployment

Clustering and Dimensionality Reduction

Responsible Machine Learning in Practice

Check Your Understanding: Responsible Deployment

Explore supervised and unsupervised learning, core algorithms, evaluation, overfitting, leakage and responsible deployment.

Machine Learning and Predictive Analytics

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