Coursera - Bayesian Methods for Machine Learning (Higher School of Economics)
WEBRip | English | MP4 | 1280 x 720 | AVC ~614 kbps | 25 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | 09:40:48 | 2.2 GB
Genre: eLearning Video / Computer Science, Machine Learning, Artificial Intelligence
People apply Bayesian methods in many areas: from game development to drug discovery. They give superpowers to many machine learning algorithms: handling missing data, extracting much more information from small datasets. Bayesian methods also allow us to estimate uncertainty in predictions, which is a desirable feature for fields like medicine.