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Provider: Coursera
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Content

This course examines structured representations for describing the documents in the corpus, including clustering and mixed membership models, such as latent Dirichlet allocation (LDA). Students will implement expectation maximization (EM) to learn the document clusterings, and see how to scale the methods using MapReduce.

University of Washington

Teacher: Professor Carlos Guestrin
Provided by: Coursera
Course language: English
Fees: free course
Level: intermediate
Certificate possible? (fee)
Format: MOOC/online course
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