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學生對 约翰霍普金斯大学 提供的 实用机器学习 的評價和反饋

4.5
3,200 個評分

課程概述

One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will provide basic grounding in concepts such as training and tests sets, overfitting, and error rates. The course will also introduce a range of model based and algorithmic machine learning methods including regression, classification trees, Naive Bayes, and random forests. The course will cover the complete process of building prediction functions including data collection, feature creation, algorithms, and evaluation....

熱門審閱

JC

2017年1月16日

excellent course. Be prepared to learn a lot if you work hard and don't give up if you think it is hard, just continue thinking, and interact with other students and tutors + Google and Stackoverflow!

MR

2020年8月13日

recommended for all the 21st centuary students who might be intrested to play with data in future or some kind of work related to make predictions systemically must have good knowledge of this course

篩選依據:

426 - 实用机器学习 的 450 個評論(共 607 個)

創建者 Tongesai K

2016年2月8日

Very good course. I am very knew to this topic but am sure will find a lot of application in my speciality - geophysics

創建者 Kevin S

2016年3月2日

Good introduction to machine learning, might suffer a bit from trying to cover too much ground in such a short time.

創建者 SEBASTIAN E C

2021年8月17日

Maybe final review must be verified by an expert, also the kind of data to analyse must be change over the time.

創建者 Sulan L

2018年11月19日

I hope we can have more détails in this cours and to see how to use the algorithms for the big data. Thank you.

創建者 A. R C

2017年10月20日

I enjoyed it but it needs indeed to deep into many concepts, which are just briefly named during the course.

創建者 marcelo G

2016年8月14日

Great course, very demanding, but it could use more reading material, ebooks instead of links on video.

創建者 Jeffrey T

2016年3月28日

Good overview of available techniques and the Caret package. Will get you started in machine learning.

創建者 BIBHUTI B P

2017年7月24日

This was a superb module which created a deep learning insight within me focusing on future technology

創建者 João R

2017年8月20日

Got confused how to perform cross validation and when. Other than that, very practical. Great job.

創建者 Daniel R

2016年5月14日

The course is really great, however it should last a little longer, 4 weeks is hard to accomplish

創建者 César A C

2018年7月26日

Very interesting course. May be a little bit harder than the previous ones but it could be done.

創建者 Greig R

2017年11月13日

Good course, I learnt a lot. It does need to be updated with more modern versions of software.

創建者 Pieter v d V

2018年6月28日

Very quick overview. If you really want to know something about it read the reference books.

創建者 Guilherme C C

2016年5月18日

Title says everything. Practically and basically no theory explained. Good course though.

創建者 Carlos C

2017年8月12日

Excellent content so I give 4 starts. I stat less because the trainer speaks too fast.

創建者 carlos j m r

2017年10月5日

I thought there were Swirl practice as other courses, however this course is very good.

創建者 alon c

2016年3月10日

Great Course, will be nice to have more projects to see how it goes with different data

創建者 Anant S

2017年6月30日

good course for initial understanding of machine learning. SVM can also be included.

創建者 Caio H F A

2019年8月23日

I learned a lot in this course, but I would recommend taking the courses in order.

創建者 danxu

2017年3月13日

very good, but if it has swirl practice like th other courses it would be perfect.

創建者 Christian W

2017年1月31日

First 3 weeks are manageable and the final project is great! I had a lot of fun :)

創建者 Yew C C

2016年2月4日

Wish to have more systematic structure, detail information and hands-on exercises.

創建者 vivek s

2016年6月7日

introduces lot of machine learning techniques which are used by practitioners !

創建者 Ramiro A

2016年8月31日

Nice course, Gives a god insight on what can me done with R and Predictions

創建者 Daniel U

2016年2月17日

Fast paced and little focused on the algorithms but quite useful overall.