Tiger103 ˚₊‧🐯.𖥔 ݁ https://blogs.juha-ahmad.de Last 10 notes on Tiger103 ˚₊‧🐯.𖥔 ݁ Quartz -- quartz.jzhao.xyz Lecture 1.1: Introduction and Decision Theory https://blogs.juha-ahmad.de/Statistical-Machine-Learning/01-1-Introduction-and-Decision-Theory https://blogs.juha-ahmad.de/Statistical-Machine-Learning/01-1-Introduction-and-Decision-Theory Fri, 02 Oct 2026 21:26:29 GMT Lecture 1.2: Learning from Finite Samples https://blogs.juha-ahmad.de/Statistical-Machine-Learning/01-2-Learning-from-Finite-Samples https://blogs.juha-ahmad.de/Statistical-Machine-Learning/01-2-Learning-from-Finite-Samples Fri, 02 Oct 2026 21:26:29 GMT Lecture 2: Perceptron Mistake Bound https://blogs.juha-ahmad.de/Statistical-Machine-Learning/02-Perceptron-Mistake-Bound https://blogs.juha-ahmad.de/Statistical-Machine-Learning/02-Perceptron-Mistake-Bound Fri, 02 Oct 2026 21:26:29 GMT Lecture 3: Statistical Learning Theory https://blogs.juha-ahmad.de/Statistical-Machine-Learning/03-Statistical-Learning-Theory https://blogs.juha-ahmad.de/Statistical-Machine-Learning/03-Statistical-Learning-Theory Fri, 02 Oct 2026 21:26:29 GMT Lecture 4: Algorithmic Stability https://blogs.juha-ahmad.de/Statistical-Machine-Learning/04-Algorithmic-Stability https://blogs.juha-ahmad.de/Statistical-Machine-Learning/04-Algorithmic-Stability Fri, 02 Oct 2026 21:26:29 GMT Lecture 5: Regularization https://blogs.juha-ahmad.de/Statistical-Machine-Learning/05-Regularization https://blogs.juha-ahmad.de/Statistical-Machine-Learning/05-Regularization Fri, 02 Oct 2026 21:26:29 GMT Lecture 6: Aggregation, Bagging and Boosting https://blogs.juha-ahmad.de/Statistical-Machine-Learning/06-Aggregation,-Bagging-and-Boosting https://blogs.juha-ahmad.de/Statistical-Machine-Learning/06-Aggregation,-Bagging-and-Boosting Fri, 02 Oct 2026 21:26:29 GMT Lecture 7: Data, Measurement and Validity https://blogs.juha-ahmad.de/Statistical-Machine-Learning/07-Data,-Measurement-and-Validity https://blogs.juha-ahmad.de/Statistical-Machine-Learning/07-Data,-Measurement-and-Validity Fri, 02 Oct 2026 21:26:29 GMT Lecture 8: Overparameterized Learning https://blogs.juha-ahmad.de/Statistical-Machine-Learning/08-Overparameterized-Learning https://blogs.juha-ahmad.de/Statistical-Machine-Learning/08-Overparameterized-Learning Fri, 02 Oct 2026 21:26:29 GMT Lecture 9.1: Fairness https://blogs.juha-ahmad.de/Statistical-Machine-Learning/09-1-Fairness https://blogs.juha-ahmad.de/Statistical-Machine-Learning/09-1-Fairness Fri, 02 Oct 2026 21:26:29 GMT