Backpropagation: The Heart of Neural Network TrainingJan 22, 2024•2 min readUnderstanding how neural networks learn through backpropagation, with complete mathematical derivations and practical implementation from scratch. We have derived all the code from scratch in python and all the math was derived.
Understanding Linear Regression: The Mathematical FoundationJan 15, 2024•2 min readA deep dive into the mathematical foundations of linear regression, including derivations and practical implementations.
5 Essential Tips for a Better Data Science WorkflowJan 10, 2024•3 min readPractical tips to improve your data science workflow, from project organization to reproducible analysis.
Welcome to My Data Science Blog!Jan 01, 2024•3 min readWelcome to my new blog! Learn about the features, LaTeX support, and what you can expect from future content.