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Machine learning and Data mining, Information Retrieval, Algorithms...

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Data school  
Kaggle tutorials  
Recommended Reading for IR Research Students  Alistair Moffat, Justin Zobel, David Hawking - Prior to the workshop, participants at SWIRL were asked to provide two nominations, with supporting argument, for a corpus of “must read” papers that IR graduate students should be familiar with. Attendees chose papers that represented key breakthroughs,or represented work undertaken to a particularly high standard, or that presented established material in an innovative or accessible manner. The results are, we believe, illuminating and thoughtprovoking.
Search Engine History   - History of search engines from 1945 to 2007.