Posts by Categories

Tutorial

• 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

Reading

• 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