en

English Polski Deutsch Español Français More languages

Prof. Dr. Ralf Herbrich

Introduction to Probabilistic Machine Learning (ST 2024) - tele-TASK

Education EN ↓ 25 episodes

Probabilistic machine learning has gained a lot of practical relevance over the past 15 years as it is highly data-efficient, allows practitioners to easily incorporate domain expertise and, due to the recent advances in efficient approximate inference, is highly scalable. Moreover, it has close relations to causal inference which is one of the key methods for measuring cause-effect relationships of machine learning models and explainable artificial intelligence. This course will introduce all recent developments in probabilistic modeling and inference. It will cover both the theoretical as we...

Be sure to visit the podcast's website and support the creator: www.tele-task.de

Author

Prof. Dr. Ralf Herbrich

Category

Podcast website

www.tele-task.de

Latest episode

Jul 15, 2024

Where to listen?

Podcasts in the app Replaio Radio Coming soon

Podcasts are coming to the app soon. Install now and be the first to see a whole new take on podcasts

Get it on Google Play

Install for free Android almost 10M downloads · 4.8 rating iOS soon

Episodes

Exam Preparation Video 15.07.2024 1:00:43

Real-World Applications Video 08.07.2024 1:08:00

Information Theory Video 01.07.2024 59:51

Audio starts at 00:23:27

Practical Tutorial Video 25.06.2024 46:02

Gaussian Processes Video 24.06.2024 1:25:21

Tutorial 10 - Recap Theory Unit 9 Video 18.06.2024 1:05:29

Non-Bayesian Classification Video 17.06.2024 1:28:49

Tutorial 9 - Recap Theory Unit 8 Video 12.06.2024 1:16:26

Bayesian Regression & Bayesian Classification Video 10.06.2024 1:23:52

Practical Tutorial Video 04.06.2024 40:42

Bayesian Regression Video 03.06.2024 1:24:34

Tutorial 7 - Recap Theory Unit 6 Video 28.05.2024 1:26:37

Linear Basis Function Models & Bayesian Regression Video 27.05.2024 1:24:02

Tutorial 6 - Recap Theory Unit 5 Video 14.05.2024 1:21:47

Linear Basis Function Models Video 13.05.2024 1:21:19

Practical Tutorial Video 07.05.2024 44:41

Bayesian Ranking Video 06.05.2024 1:32:20

Tutorial 4 - Recap Theory Unit 3 & 4 Video 30.04.2024 1:15:19

Graphical Models: Inference Video 29.04.2024 1:21:29

Tutorial Video 23.04.2024 56:37

Graphical Models: Independence Video 22.04.2024 1:13:09

Tutorial 2 - Recap Theory Unit 1 & 2 Video 16.04.2024 1:08:55

Inference & Decision Making Video 15.04.2024 1:17:35

Julia Video 09.04.2024 1:31:23

Probability Video 08.04.2024 1:18:09

Similar podcasts

The Jaipur Dialogues Podcasts The Jaipur Dialogues Education · EN · 5692 episodes The Show With no Name Vaughan Radio Education · EN · 5608 episodes English Academic Vocabulary Booster Englist.me Education · EN · 5506 episodes Drive Time Vaughan Radio Education · EN · 5417 episodes Adafruit Industries Video Adafruit Industries Education · EN · 5374 episodes Thrasherway Podcast HLT Education · EN · 5357 episodes Thrasherway Podcast HLT Education · EN · 5296 episodes Richard Vaughan Live Vaughan Radio Education · EN · 5064 episodes

Listen to the Introduction to Probabilistic Machine Learning (ST 2024) - tele-TASK podcast in Replaio

Radio and podcasts in one app - free, with no sign-up. Install today and do not miss the launch

Get it on Google Play

Replaio is not a podcast publisher; show names, artwork and audio belong to their authors and are distributed through public RSS feeds.