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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