Chevron Left
返回到 基因组数据科学和群集(生物信息学 V)

學生對 加州大学圣地亚哥分校 提供的 基因组数据科学和群集(生物信息学 V) 的評價和反饋

4.2
73 個評分
18 條評論

課程概述

How do we infer which genes orchestrate various processes in the cell? How did humans migrate out of Africa and spread around the world? In this class, we will see that these two seemingly different questions can be addressed using similar algorithmic and machine learning techniques arising from the general problem of dividing data points into distinct clusters. In the first half of the course, we will introduce algorithms for clustering a group of objects into a collection of clusters based on their similarity, a classic problem in data science, and see how these algorithms can be applied to gene expression data. In the second half of the course, we will introduce another classic tool in data science called principal components analysis that can be used to preprocess multidimensional data before clustering in an effort to greatly reduce the number dimensions without losing much of the "signal" in the data. Finally, you will learn how to apply popular bioinformatics software tools to solve a real problem in clustering....

熱門審閱

DD

Oct 24, 2019

Truly awesome. What I liked best was that this course didn't have a peer reviewed final challenge, so I didn't have to wait months until my work was graded :)

MK

May 15, 2020

Very interesting course! So inspiring :) Recommend for everyone who interested in bioinformatic

篩選依據:

1 - 基因组数据科学和群集(生物信息学 V) 的 18 個評論(共 18 個)

創建者 Zack X

Jul 21, 2019

In depth and comprehensive coverage of the topics in genetic data analysis.

創建者 Chan H Y

Jul 27, 2019

This course is too Short and not up to date with deep learning

創建者 Milk

Feb 04, 2019

A nice course to learn clustering algorithm in bioinformatics, it will be better if you take the previous class. Just jump into this class without some pre-knowledge will be quite difficult.

創建者 Daniel D

Oct 24, 2019

Truly awesome. What I liked best was that this course didn't have a peer reviewed final challenge, so I didn't have to wait months until my work was graded :)

創建者 Erika L Á R

Jun 23, 2017

as all the other courses of the specialization, this course is addictive, intelligent, and you learn a lot

創建者 Maksym K

May 15, 2020

Very interesting course! So inspiring :) Recommend for everyone who interested in bioinformatic

創建者 Jason M

Mar 22, 2020

Really enjoyed the clustering chapters and the practical exercises with the yeast dataset

創建者 Hao W

Jun 10, 2017

the part about EM is the best I know, and first time I understand the EM algorithm.

創建者 Michael K

Nov 11, 2018

Absolutely fantastic course. Kudos to the course creators.

創建者 Pavel O

Apr 01, 2020

Good course to exercise you data science skills

創建者 Ahmad M Y A

Dec 20, 2017

very excellent course

創建者 Mihai A

Jan 12, 2018

Awesome course!

創建者 clearclouds

Sep 13, 2018

good course

創建者 Sakshar C

Jun 16, 2020

The contents of the first two weeks are very well-organized and apprehendable. But the content of the third week was a bit difficult to follow due to the absence of an interactive text and lecture videos. I also wish that there were some code challenges for the last week. Now, the things I liked especially are the clustering algorithms and how the intuitions behind them were developed. I enjoyed implementing them and experimenting with the gene expression data of the diauxic shift in yeast. Another issue I must mention about the pdf provided as the last week's reading material that the embedded links do not work. Please fix them. I would love to play with the data and tools but could not.

創建者 Qiyue W

May 22, 2017

The first two week was very good, but for week 3 I don't see the content has any connection with Genomic Data Science.

創建者 Weidong X

Jul 03, 2017

very good.

創建者 Mark E S J

Sep 28, 2017

Material are poor... missing information about content asked in the quiz... the forum is not moderated... and Quiz 2 have a problem with inputs!

創建者 Ahmet C B

Feb 02, 2018

Lack of explanations of the contents.