Handwritten Notes

Machine Learning Projects

Principal Component Analysis (PCA) Algorithm – 2022

Hey guys, So here comes the eleventh blog of the Handwritten notes series which we started. We will be talking about Principal Component Analysis in this blog. I have uploaded my handwritten notes below and tried to explain them in the shortest and best way possible. The first blog of this series was NumPy Handwritten Notes …

Principal Component Analysis (PCA) Algorithm – 2022 Read More »

Machine Learning Projects

Bias Variance Tradeoff – Easy Explanation – 2022

Hey guys, So here comes the sixth blog of the Handwritten notes series which we started. We will be talking about Bias Variance TradeOff in this blog. I have uploaded my handwritten notes below and tried to explain them in the shortest and best way possible. The first blog of this series was NumPy Handwritten Notes and the …

Bias Variance Tradeoff – Easy Explanation – 2022 Read More »

Machine Learning Projects

Last Minute Data Science Notes – 2022

A Adjusted R Squared Adjusted R-squared is a modified version of R-squared that has been adjusted for the number of predictors in the model. The adjusted R-squared increases when the new term improves the model more than would be expected by chance. It decreases when a predictor improves the model by less than expected. AUC-ROC Curve โ€œArea …

Last Minute Data Science Notes – 2022 Read More »