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Avis et commentaires pour d'étudiants pour Bayesian Methods for Machine Learning par Université HSE

684 évaluations
201 avis

À propos du cours

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:

Meilleurs avis

17 nov. 2017

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.

6 juin 2019

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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101 - 125 sur 196 Avis pour Bayesian Methods for Machine Learning

par 刘晶

17 avr. 2020

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

par Debasis U

22 août 2019

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

par Yutian P

3 févr. 2021

Very nice and useful courser. Thanks for the knowledge!

par Murat O

23 juil. 2019

A great course to learn probabilistic machine learning!

par Vaibhav R

25 janv. 2022

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

par Parag H S

14 août 2019

Bayesian Methods for machine learning course was great

par Nimish S

30 déc. 2017

The first and best indepth course on Bayesian methods.

par Ануфриев С С

7 avr. 2019

So far the most interesting course in specialisation

par RLee

15 févr. 2019

The only solid online course on Bayesian ML methods!

par trinadh g

28 juin 2018

great enlightener into bayesian view of deeplearning

par Sanjay K

26 janv. 2018

Fantastic lecturer.. very crisp and informative

par Gary

2 mai 2019

Covered many important points in the course.

par Shingo M

6 juil. 2018

this course is very hard for me.but helpful

par ilya.a.kazakov

12 mai 2018

Great work the creators of the course did!

par Chen Z

11 févr. 2020

Its a really good course, I learnt a lot

par Савельев Н

11 déc. 2017

Best CS-related course on coursera yet

par Arjun B

25 nov. 2017

Excellent content, quite challenging.

par Xuan T D

4 sept. 2019

Easy way to approach the Probability

par Oscar J P V

5 mars 2020

Very complete course. Recommended!

par Francois L

7 mars 2019

Very tough but very interesting

par Darwin D S P

10 août 2018

the jupyter file is outdated

par Stephane H

13 nov. 2019

Great course, quite hard.

par vania t

20 mai 2020

excellent course!

par M A B

31 juil. 2019

Amazing contents

par Harshit S

15 mai 2019

Awesome course !