Shikhar GuptainTowards Data ScienceLocality Sensitive HashingAn effective way of reducing the dimensionality of your dataJun 29, 201817Jun 29, 201817
Shikhar GuptainHeartbeatMachine Learning Model Evaluation & SelectionValidation strategies for your machine learning modelJun 12, 20181Jun 12, 20181
Shikhar GuptainTowards Data ScienceHow (dis)similar are my train and test data?Understanding a scenario where your machine learning model can failMay 13, 201811May 13, 201811
Shikhar GuptainTowards Data ScienceSave that one minute on AWSAutomate logging and tunneling to your EC2 instanceFeb 11, 20181Feb 11, 20181
Shikhar GuptainTowards Data ScienceCollaborative Filtering and Embeddings — Part 2In Part 1, I’ve covered the basic idea behind collaborative filtering and the concept of embeddings and bias. It is recommended that you go…Dec 28, 20174Dec 28, 20174
Shikhar GuptainTowards Data ScienceCollaborative Filtering and Embeddings — Part 1Recommendation systems are all around us. From Netflix to Amazon to even Medium, everyone is trying to understand our taste so that they…Dec 28, 20177Dec 28, 20177