On Machine Learning | Bugra Akyildiz
Recently, I wrote how we do classification at CB Insights. The post outlines some of the things that I have been thinking about how to apply machine learning for a given problem along with the process that we adopted for the classification problem at CB Insights, but also gave me a good opportunity to reflect even further about the machine learning process; shortcomings of papers, books and even t
Alternating Least Squares Method for Collaborative Filtering | Bugra Akyildiz
Recommender Systems¶An Informal Definition¶Recommender systems is a family of methods that enable filtering through large observation and information space in order to provide recommendations in the information space that user does not have any observation, where the information space is all of the available items that user could choose or select and observation space is what user experienced or o
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First, Second Derivative, Convolution and Quadratic Fitting and all that via MCMC | Bugra Akyildiz
Entropy and Perplexity on Image and Text | Bugra Akyildiz
Outlier Detection in Time Series Signals
