Teddy Cup Pre-Competition Training: A "Leisurely Chat" on Data Mining and Modeling
Teddy Cup Pre-Competition Training
At the invitation of Guangzhou Teddy Technology, I recorded a pre-competition training video for the Teddy Cup data mining competition. The content is basically a survey of various common mathematical models and how to get started with them, taking a somewhat unusual approach to string together Naive Bayes, HMM, logistic regression, ensemble models, neural networks, deep learning, and more. The video is pitched at an entry level in terms of difficulty—though, admittedly, truly mastering and integrating all of this material would probably take an old hand.
In any case, I'll just share it briefly here. Comments, suggestions, and even criticism are all welcome.
PPT download: Teddy Cup Pre-Competition Training PPT.zip
Video link: http://moodle.tipdm.com/course/view.php?id=18
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