Aayush's ML & AI Notes

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01 ML & AI Concepts

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Core Fundamentals

Folder: 01---ML--and--AI-Concepts/Core-Fundamentals

12 items under this folder.

Jan 13, 2026
attachments
Jan 11, 2026
Regression Metrics
Jan 11, 2026
Reinforcement Learning
Jan 11, 2026
Supervised Learning
Jan 01, 2026
Proximal Policy Optimization (PPO)
Dec 31, 2025
Decision Trees
Dec 31, 2025
01 - Core Fundamentals Index
Dec 31, 2025
Support Vector Machines
Dec 30, 2025
ROC Curves and AUC
Dec 30, 2025
Unsupervised Learning
Dec 26, 2025
Feature Engineering Principles
Dec 26, 2025
Precision, Recall and F1 Score

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