Shikhar GuptainTowards Data ScienceLocality Sensitive HashingAn effective way of reducing the dimensionality of your data·9 min read·Jun 29, 2018--17--17
Shikhar GuptainHeartbeatMachine Learning Model Evaluation & SelectionValidation strategies for your machine learning model14 min read·Jun 12, 2018--1--1
Shikhar GuptainTowards Data ScienceHow (dis)similar are my train and test data?Understanding a scenario where your machine learning model can fail·7 min read·May 13, 2018--11--11
Shikhar GuptainTowards Data ScienceSave that one minute on AWSAutomate logging and tunneling to your EC2 instance·4 min read·Feb 11, 2018--1--1
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…·9 min read·Dec 28, 2017--4--4
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…·7 min read·Dec 28, 2017--7--7