Phase 2 — Classical ML
May 15, 2026
Continue Machine Learning Specialization(Supervised Learning) and continue Grokking Machine Learning
What I Did
Finished week 3 of the supervised learning course
Explored classification problems in machine learning and logistic regression
Read the chapter 5 of the grokking ML book
What I Learned
Learned classification with logistic regression
Learned about overfitting and preventing overfitting with regularization
Learned about multi-class extensions for classification problems and ways to do this (One vs Rest and Softmax regression)
Chapter 5 of the grokking ML book basically talked about classification and logistic regression
Bugs & Blockers
N/A
Concepts That Need More Time
N/A
Tomorrow
Start the advanced learning algorithms(course 2 of the machine learning specialization)
Read chapter 6 and 7 of the grokking ML book
Wins
Finished supervised machine learning course
Supervised Machine Learning Notes: Supervised Machine Learning Notes.pdf