Be mindful while watching the video, watch with full focus and attention.
Ideally, sit with a pen and paper and solve with me, pause in between and ponder. Ask each and every small doubt in comments.
Happy learning!
00:00:00 Overview
00:15:07 Entropy
00:24:14 Which split is better
00:39:27 Information Gain
00:42:47 Properties of entropy function
00:50:15 Stopping criteria
00:59:40 Gini Impurity
01:03:58 Decision boundary
01:07:50 Obtaining tree from decision boundary
#iitm
#mathematicsformachinelearning
#machinelearning
#iitmadras
#datascience
#optimization
#matrix
#studywithme
#explanation
#decisiontree
#entropy
#generative
#discriminative
#neuralnetworks
