PinnedSaankhya MondalinTowards Data ScienceKickstart Your Data Science Journey — A Guide for Aspiring Data ScientistsKey Technical Skills You Need to Kick-start Your Career in Data ScienceNov 68Nov 68
PinnedSaankhya MondalinTowards Data ScienceNormalized Discounted Cumulative Gain (NDCG) — The Ultimate Ranking MetricNDCG — The Rank-Aware Metric for Evaluating Recommendation SystemsOct 157Oct 157
Saankhya MondalinTowards 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 131Nov 131
Saankhya MondalinTowards Data ScienceGame Theory, Part 2 — Nice Guys Finished FirstIterated Prisoner's Dilemma Shows Nice Guys Can Finish FirstOct 31Oct 31
Saankhya MondalinTowards Data ScienceGame Theory, Part 1 — The Prisoner’s Dilemma ProblemGame theory is prevalent in real-life scenarios and decision-makingOct 222Oct 222
Saankhya MondalinTowards Data ScienceUnderstanding KL Divergence, Entropy, and Related ConceptsImportant concepts in information theory, machine learning, and statisticsOct 8Oct 8
Saankhya MondalinTowards Data ScienceP-Companion: Amazon’s Principled Framework for Diversified Complementary Product RecommendationA Deep Dive into Amazon’s Complementary Product Recommendation FrameworkOct 1Oct 1
Saankhya MondalinTowards AIData Science Case Study — Credit Default Prediction: Part 2Model Explainability, Game Theory, and SHAPMay 6May 6
Saankhya MondalinTowards AIData Science Case Study — Credit Default Prediction: Part 1Feature Engineering, Model Training and Evaluation, and Classification Threshold SelectionMay 2May 2
Saankhya MondalinTowards AIPandas vs Polars? Bid Adieu to Pandas and Switch To Polars!Speed up your data processing pipelines using Polars!Apr 211Apr 211
