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Phase 2 — Classical ML

May 14, 2026

Continue Machine Learning Specialization(Supervised Learning) and continue Grokking Machine Learning

What I Did

Finished week 2 of the supervised learning course

Explored supervised machine learning in detail(mostly regression)

Read the chapter 5 of the grokking ML book

What I Learned

Learned about regression with multiple input variables

Learned about vectorization and how it helps to speed up computation

Learned about feature scaling and normalization

Learned about checking for gradient descent convergence and how to choose a good learning rate

Learned about feature engineering and its connection to polynomial regressio

Bugs & Blockers

N/A

Concepts That Need More Time

N/A

Tomorrow

Start the week 3 of the supervised learning course which focuses on classification problems

Continue chapter 5 of the grokking ML book

Wins

Met all my Coursera learning goals