Using K-Means to Cluster Users and Recommend Similar Trip DestinationsCool tricks include applying and visualizing the Within Cluster Sum of Squares, Elbow Method, and Silhouette ScoreJul 20, 2021Jul 20, 2021
5 Eye-Opening Books I’ve Read During QuarantineA list of five must-reads curated from my library for anyone looking to expand their horizon.Nov 12, 2020Nov 12, 2020
Examining the Jealousy of Success through Psychological ConceptsA high-level overview of how jealousy is shaped through social comparison theory, cognitive bias, and mindfulness.Nov 10, 20202Nov 10, 20202
Published inThe StartupAdvice on Failure, Leadership, and Rejection from a Hacking for Defense AlumA collection of resources and lessons learned from completing the infamous H4D course as a graduate Analytics student.May 27, 2020May 27, 2020
Published inDataDrivenInvestorLoan Borrower Classification Using Random Forest and Support Vector MachineLearn how to implement dummy variables, scale features using StandardScaler, optimize parameters via GridSearchCV, and choose the bemodel.Mar 17, 2020Mar 17, 2020
How to Tackle MulticollinearityUse this phenomenon as a checks and balances system for your regression models.Mar 13, 2020Mar 13, 2020
Published inThe StartupPredicting Breast Cancer Using Logistic RegressionLearn how to perform Exploratory Data Analysis, apply mean imputation, build a classification algorithm, and interpret the results.Mar 13, 20203Mar 13, 20203
3 Reasons to Tutor in 2020If you can’t explain a concept in simple terms, you don’t know your student or yourself well enough.Jan 26, 2020Jan 26, 2020
How Autonomous Vehicles Will Ultimately Save Society From ItselfOur biggest archnemesis is actually ourselves.Jan 4, 20202Jan 4, 20202
Comparison Hurt the Data Scientist but Common Sense Brought It BackHere’s how to start differentiating between reality and “fake news”.Dec 29, 2019Dec 29, 2019
