Unsupervised Learning and Recommendations (6/6) | Machine Learning with Python: Zero to GBMs
💻 Lecture 6 of the Machine Learning with Python: Zero to GBMs course. In this lesson, you will learn how to use unsupervised learning algorithms in Scikit-learn. Course page:
🔗 Notebooks used:
🎯 Topics Covered
- Overview of unsupervised learning algorithms in Scikit-learn
- Clustering algorithms: K Means, DBScan, Hierarchical clustering, etc.
- Dimensionality reduction (PCA) and manifold learning (t-SNE)
- Creating a recommender system using collaborative filtering
⌚ Time Stamps
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🎤 About the speaker
Aakash N S is the co-founder and CEO of Jovian - a community learning platform for data science & ML. Previously, Aakash has worked as a software engineer (APIs & D
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