Difference between revisions of "Machine Learning"
From MIPAL
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* [https://www.cs.cmu.edu/~epxing/Class/10708-14/lecture.html Video lecture on Graphical Models] by Eric Xing@CMU | * [https://www.cs.cmu.edu/~epxing/Class/10708-14/lecture.html Video lecture on Graphical Models] by Eric Xing@CMU | ||
* [https://towardsdatascience.com/active-learning-tutorial-57c3398e34d An easy tutorial on active learning] | * [https://towardsdatascience.com/active-learning-tutorial-57c3398e34d An easy tutorial on active learning] | ||
| + | * [https://ruder.io/optimizing-gradient-descent/ Gradient descent and its variants] | ||
Revision as of 09:57, 8 January 2020
- Course for Machine Learning by Carl Edward Rasmussen and Zoubin Ghahramani
- Course for Machine Learning by David Sontag
- Course for Machine Learning by Milos Hauskrecht
- Advanced topics in Machine Learning by Milos Hauskrecht
- Course for Markov Random Fields by Kyomin Jung
- Tutorial on particle filtering and smoothing
- Sequential Monte Carlo Methods & Particle Filters Resources
- Deep learning tutorial page
- Video lecture on Graphical Models by Eric Xing@CMU
- An easy tutorial on active learning
- Gradient descent and its variants
