Machine Learning: Clustering & Retrieval Course
by Coursera
Learn document clustering and retrieval with k-means, LSH, and similarity metrics. Build scalable ML systems for finding similar news articles and discovering topics.
Why this course
- Comprehensive coverage of document similarity and retrieval techniques
- Hands-on implementation of k-means and LSH algorithms
- Real-world case study on finding similar news articles
- Clear explanations of complex concepts like TF-IDF and cosine similarity
