Using NLP to Recommend Health Tweets
Using Natural Language Processing techniques, I build a recommendation system for health related tweets.
Predicting Salaries for Job Postings
Using regularized linear regression and random forest to predict salaries for job postings.
Using XGBoost to Predict Elo Customer Loyalty
My first ever Kaggle Competition! It was lots of fun!
Leetcode Algorithm Questions in Python 3
Algorithmic thinking is a crucial component in every profession that involves coding, including data science. Here I’m documenting my solutions to algorithm questions on Leetcode, in hope that it would be of help to anyone interested.
Machine Learning with Python
Some code snippets for common machine learning practices.
Exploratory Data Analysis and Two Regression Algorithms in R
Understanding service time and quality score using linear regression and random forest.
Matching Documents with TFIDF Weighted Document Vectors
Combine the power of TFIDF and word vectors to relate documents.