Posts by Categories
Tutorial
- Claude Code CLI: Installation, Usage, and Why AI Coding Tools Matter
- Building a RAG System from Scratch: A Beginner's Guide
- Flask+Pipenv+Postgres+Docker+Nginx+uWSGI
- Webscraping sites with infinite scroll
- Webscraping using scrapy
- Args and Kwargs
- Numpy
- List Comprehensions
- Map & Filter functions
- Lambda Expressions in Python
Reading
- RAG for Beginners: A Simple Guide
- Derivatives
- Linear Regression and Gradient Descent
- Understanding expected values
- Effect of an outlier on Regression Line
- Reaffirming the Central Limit Theorem
- Bias Variance Tradeoff
- Supervised Machine Learning
Project
- Project: Predicting breast cancer
- Project: Predicting heart diseases
- Project: Predicting Titanic survival
- Project: Predicting Ad clicks
- Project: Predicting Amount spent
- Project: Predicting Iowa house prices
- Project: Analyzing Stocks
- Project: Analyzing 911 calls data
- Project: Analyzing San Francisco Salaries Data