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Phase 1 — Python & Math

May 4, 2026

Start Mathematics for ML(Probability and Statistics)

What I Did

Started an intro on how to use Pandas

Simulated multiple probability events and distributions using Python

What I Learned

Learned about use or probability and statistics in ML

Learned Bayes theorem, Birthday problem and Monty Hall problem

Learned about random variables and probability distributions

Bugs & Blockers

N/A

Concepts That Need More Time

N/A

Tomorrow

Continue the Mathematics for ML(Probability and Statistics)

Do a full deep dive into Pandas

Wins

Started a new course