PinnedPublished inTowards Data ScienceKickstart Your Data Science Journey — A Guide for Aspiring Data ScientistsKey Technical Skills You Need to Kick-start Your Career in Data ScienceNov 69Nov 69
PinnedPublished inTowards Data ScienceNormalized Discounted Cumulative Gain (NDCG) — The Ultimate Ranking MetricNDCG — The Rank-Aware Metric for Evaluating Recommendation SystemsOct 158Oct 158
Published inTowards Data ScienceHere’s What I Learned About Information Theory Through WordleThe Science Behind Better GuessesDec 92Dec 92
Published inTowards Data ScienceHow Spotify Implemented Personalized Audiobook RecommendationsPersonalized audiobook recommendations using graph neural networksNov 22Nov 22
Published inTowards Data ScienceGame Theory, Part 3 — You are the average of the five people you spend the most time withIs Tit-for-tat the best strategy in the Iterated Prisoner’s Dilemma game?Nov 13Nov 13
Published inTowards Data ScienceGame Theory, Part 2 — Nice Guys Finished FirstIterated Prisoner's Dilemma Shows Nice Guys Can Finish FirstOct 31Oct 31
Published inTowards Data ScienceGame Theory, Part 1 — The Prisoner’s Dilemma ProblemGame theory is prevalent in real-life scenarios and decision-makingOct 222Oct 222
Published inTowards Data ScienceUnderstanding KL Divergence, Entropy, and Related ConceptsImportant concepts in information theory, machine learning, and statisticsOct 81Oct 81
Published inTowards Data ScienceP-Companion: Amazon’s Principled Framework for Diversified Complementary Product RecommendationA Deep Dive into Amazon’s Complementary Product Recommendation FrameworkOct 1Oct 1
Published inTowards AIData Science Case Study — Credit Default Prediction: Part 2Model Explainability, Game Theory, and SHAPMay 6May 6
