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