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…8 min read·Jul 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.4 min read·Jul 17, 2023----
Debarshi Raj BasumataryGradient Descent: A Brief Introduction to OptimisationUnderstanding the Basics of Gradient Descent4 min read·Jul 15, 2023----
Debarshi Raj BasumataryExploring Linear Regression: A Theoretical Dive into Predictive Modeling and Causal UnderstandingIntroduction to statistical model for outcome prediction.6 min read·Jul 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.3 min read·Jul 1, 2023----
Debarshi Raj BasumatarySampling: A Vital Tool for Accurate Data Analysis and the Errors That Lurk WithinBrief introduction about Sampling and Bias.5 min read·Jun 30, 2023----