Information retrieval, Search and recommendation engine:

Natural language processing: – Processing of texts written in ordinal languages – search algorithm by Yandex

Information retrieval: – Introduction to Information Retrieval, Cambridge – Latent Dirichlet Allocation (LDA)

Few examples of applications for the above:

Recommender systems: – video lectures – 101 for Recommendation System – introduction to approach and algorithms – “Encyclopedia” of recommender systems – overview of recommendation algorithms – Restricted Boltzmann Machines for Collaborative Filtering

Ready for use recommendation engine: – Google recommendation engine – Apache recommendation and general purpose machine learning framework

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