Machine Learning Zoomcamp

A free 4-month course on ML Engineering: learn to build and deploy practical machine learning models from regression and classification to deep learning.

Join the 2025 Cohort Watch on YouTube

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Table of contents

• Module 1: Introduction to Machine Learning
• Module 2: Machine Learning for Regression
• Module 3: Machine Learning for Classification
• Module 4: Evaluation Metrics for Classification
• Module 5: Deploying Machine Learning Models
• Module 6: Decision Trees and Ensemble Learning
• Module 8: Neural Networks and Deep Learning
• Module 9: Serverless Deep Learning
• Module 10: Kubernetes and TensorFlow Serving
• Module 11: KServe