PinnedDebarshi Raj BasumataryXGBoost for Night Sky ClassificationThis article will cover the basics of Decision Trees and XGBoost, and demonstrate how to implement the latter for classifying celestial…Jul 24, 2023Jul 24, 2023
Debarshi Raj BasumataryImplementing Linear Regression on California Housing DatasetIn this article, I will walk you through basic linear regression implementation using python scikit-learn.Jul 17, 2023Jul 17, 2023
Debarshi Raj BasumataryGradient Descent: A Brief Introduction to OptimisationUnderstanding the Basics of Gradient DescentJul 15, 2023Jul 15, 2023
Debarshi Raj BasumataryExploring Linear Regression: A Theoretical Dive into Predictive Modeling and Causal UnderstandingIntroduction to statistical model for outcome prediction.Jul 14, 2023Jul 14, 2023
Debarshi Raj BasumataryFrom Outliers to Averages: Understanding Regression to the Mean and its SignificanceRecent performance is not a good predictor of future outcomes.Jul 1, 2023Jul 1, 2023
Debarshi Raj BasumatarySampling: A Vital Tool for Accurate Data Analysis and the Errors That Lurk WithinBrief introduction about Sampling and Bias.Jun 30, 2023Jun 30, 2023