DKALab

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These slides are from http://www.intelligentmining.com/category/knowledge-base/ To download the slides please go to that link. This Slideshare account is for Intelligent Mining. We hope to share our ideas about data, analysis, machine learning, predictive modeling, and "big" data. Why do we do send you to another site to download our slides? After all this isn't the best UX and for that we apologize. Simply put, we hope to get some better data to understand our visitors (after all we are data geeks!). Slideshare provides very little insight into the traffic to our profile & slides.

data mining recommendation engine tfidf probabilistic rstats text classification naive bayes matrix factorization collaborative filtering analytics predictive modeling recommendation svd machine learning

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DKALab

Probabilistic Retrieval TFIDF

Naive Bayesian Text Classifier Event Models

Introduction to Matrix Factorization Methods Collaborative Filtering

Building a Predictive Model

Recommendation Engine Demystified