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HSE University による Bayesian Methods for Machine Learning の受講者のレビューおよびフィードバック

4.5
684件の評価
201件のレビュー

コースについて

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 this online HSE course 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 can be found with Bayesian methods. Do you have technical problems? Write to us: coursera@hse.ru...

人気のレビュー

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.

フィルター:

Bayesian Methods for Machine Learning: 101 - 125 / 196 レビュー

by 刘晶

2020年4月17日

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

by Debasis U

2019年8月22日

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

by Yutian P

2021年2月3日

Very nice and useful courser. Thanks for the knowledge!

by Murat O

2019年7月23日

A great course to learn probabilistic machine learning!

by Vaibhav R

2022年1月25日

Very good if you want to learn the actual depths of ML

by Parag H S

2019年8月14日

Bayesian Methods for machine learning course was great

by Nimish S

2017年12月30日

The first and best indepth course on Bayesian methods.

by Ануфриев С С

2019年4月7日

So far the most interesting course in specialisation

by RLee

2019年2月15日

The only solid online course on Bayesian ML methods!

by trinadh g

2018年6月28日

great enlightener into bayesian view of deeplearning

by Sanjay K

2018年1月26日

Fantastic lecturer.. very crisp and informative

by Gary

2019年5月2日

Covered many important points in the course.

by Shingo M

2018年7月6日

this course is very hard for me.but helpful

by ilya.a.kazakov

2018年5月12日

Great work the creators of the course did!

by Chen Z

2020年2月11日

Its a really good course, I learnt a lot

by Савельев Н

2017年12月11日

Best CS-related course on coursera yet

by Arjun B

2017年11月25日

Excellent content, quite challenging.

by Xuan T D

2019年9月4日

Easy way to approach the Probability

by Oscar J P V

2020年3月5日

Very complete course. Recommended!

by Francois L

2019年3月7日

Very tough but very interesting

by Darwin D S P

2018年8月10日

the jupyter file is outdated

by Stephane H

2019年11月13日

Great course, quite hard.

by vania t

2020年5月20日

excellent course!

by M A B

2019年7月31日

Amazing contents

by Harshit S

2019年5月15日

Awesome course !