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學生對 国立高等经济大学 提供的 Bayesian Methods for Machine Learning 的評價和反饋

4.5
617 個評分
180 條評論

課程概述

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. When applied to deep learning, Bayesian methods allow you to compress your models a hundred folds, and automatically tune hyperparameters, saving your time and money. In six weeks we will discuss the basics of Bayesian methods: from how to define a probabilistic model to how to make predictions from it. We will see how one can automate this workflow and how to speed it up using some advanced techniques. We will also see applications of Bayesian methods to deep learning and how to generate new images with it. We will see how new drugs that cure severe diseases be found with Bayesian methods. Do you have technical problems? Write to us: coursera@hse.ru...

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JG
2017年11月17日

This course is little difficult. But I could find very helpful.\n\nAlso, I didn't find better course on Bayesian anywhere on the net. So I will recommend this if anyone wants to die into bayesian.

LB
2019年6月6日

Excellent course! The perfect balance of clear and relevant material and challenging but reasonable exercises. My only critique would be that one of the lecturers sounds very sleepy.

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76 - Bayesian Methods for Machine Learning 的 100 個評論(共 175 個)

創建者 Subhamoy B

2018年5月20日

I would like to thank the instructors for this great course. This is definitely not an easy course. But the learning has been immense.

創建者 Roberto C S B

2020年5月18日

It's hard course, you need solid knowledge about deep learning, Bayesian statistics and machine learning, but is really worth it

創建者 Meng-Chieh L

2018年9月5日

This is a very interesting class and I learned some concepts and techniques that are beneficial to my work as a data scientist.

創建者 Joyce Y

2019年5月24日

Fantastic contents! It explains a lot of concepts that confused me when I started Bayesian machine learning very well.

創建者 Alex

2018年3月1日

Excellent course. Nice work, lectors.

Interesting approach with reverted video and glass wall for formulas inference.

創建者 Ibrahim A

2020年5月11日

Highly involved course with lots of practical learning. First time, I struggled to finish a course. Great learning.

創建者 Roshan C

2019年12月4日

The best course to learn about maths behind the optimization and also helped to clarify the mathematics lies behind

創建者 John A D

2018年3月13日

Excellent course ! Pointed to concepts and techniques that would be hard to access without this expert guidance.

創建者 Иван М

2020年5月14日

amazing course, helps to inderstand many aspects of probability methods and bayesian inference!

創建者 Tirth P

2019年6月10日

Mathematically Heavy and highly theoretical course. This makes this course unique and awesome

創建者 Husain B

2019年12月8日

Amazing course, take you from brief to advance level concepts of bayesian stats and methods.

創建者 Mevan W

2020年11月27日

Amazing course. The mathematical content is really interesting. Absolutely enjoyed it!!.

創建者 Kiran K R

2019年12月31日

This is the best introductory course that is available for Bayesian deep learning.

創建者 Mike L

2020年5月15日

Solid math and statistic study materials and useful programming assignment.

創建者 Igor P

2019年10月9日

Excellent course. Definitely touches advanced topics with the due rigor.

創建者 Yon-Seo K

2020年2月22日

The VAE part was really good. I will continue working on it on my own.

創建者 yan l

2018年3月6日

The lecture in real detail explain what is going on behind the model!

創建者 Dr.M. E

2020年7月18日

difficult concept of machine learning is explained with examples

創建者 Akhil K

2019年10月4日

Very comprehensive & touched upon some very interesting problems!

創建者 PAVAN S

2020年10月3日

extremely practical content with proper mathematical rigor =)

創建者 刘晶

2020年4月17日

One of the best course I've learned on coursera. Thank you!

創建者 Debasis S

2019年8月22日

I found it tuff to get everything, but a very good course

創建者 Murat Ö

2019年7月23日

A great course to learn probabilistic machine learning!

創建者 Parag H S

2019年8月14日

Bayesian Methods for machine learning course was great

創建者 Nimish S

2017年12月30日

The first and best indepth course on Bayesian methods.