Category Machine Leaning Articles

S15L02 – Adjusted R-Square

S16L01 – Master template regression model – Data creation

S16L02 – Master template regression model – Models and evaluation

S17L01 – K-Fold validation, GridSearch

S17L02 – Updated template with GridSearchCV

S17L03 – K Fold cross validation without GridSearchCV

S17L04 – K Fold cross validation without GridSearchCV continues

S18L01 – Why Co-relation is important

S18L02 – Co-variance

S18L03 -Co-relation

S18L04 – Curse of dimensionality

S18L05 – Pre-processing re-visited

S18L06 – Pre-processing re-visited continues

S18L07 -Feature selection

S18L08 – Short discussion

S19L01-KNN Background

S19L02-KNN in python

S19L03 -Visualization and few more things

S19L04 -LabelEncoding classes

S19L05 – KNN on multi class classification

S20L01 -Why Logistic regression

S20L02 -Logistic regression background

S20L03 -Logistic regression under python

S20L04 -Logistic regression on multi-class classification

S20L05 – Logistic regression on multi-class classification under python