Design of Experiment based approach for Hyperparameter Tuning

Detecting and Measuring Statistical Bias during EDA - Part 1

Predict whether an individual earns less than $50k or more using US Census data

Scaling document retrieval using Locality Sensitive Hashing

How using Euclidean distance vs. Cosine similarity affects KNN results

Difference between bag of words and TFIDF model - An Example

I have done a bunch of Segmentation & Targeting projects at my work and I aim to share my learnings through this blog post.