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Pattern Recognition: Optimization in Machine Learning
All Machine Learning algorithms explained in 17 min
Machine Learning and Pattern Recognition | | UPV
Section 1.0 of Pattern Recognition and Machine Learning - Introduction
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Last Updated: August 14, 2026
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![Details Pattern Recognition [PR] Episode 29 - Expectation Maximization - Introduction Guide](https://i.ytimg.com/vi/rZXfFBkJ0aA/mqdefault.jpg)
![Pattern Recognition [PR] Episode 30 - Expectation Maximization Algorithm News](https://i.ytimg.com/vi/NaSORPKoij8/mqdefault.jpg)
![Pattern Recognition [PR] Episode 4 - Basics - Optimal Classification](https://i.ytimg.com/vi/2MN_7DpPDkY/mqdefault.jpg)
![Pattern Recognition [PR] Episode 24 - Duality in Optimization](https://i.ytimg.com/vi/h5Up5FzCvWE/mqdefault.jpg)
![Pattern Recognition [PR] Episode 8 - Logistic Regression - Loss Function](https://i.ytimg.com/vi/dZQNlV9DCQo/mqdefault.jpg)
![Pattern Recognition [PR] Episode 21 - Gradient Descent and Back-tracking Line Search](https://i.ytimg.com/vi/bzAhxrmeSwU/mqdefault.jpg)
![Pattern Recognition [PR] Episode 22 - Norm-dependent Gradients](https://i.ytimg.com/vi/iGFnH9DI2bA/mqdefault.jpg)
