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学生对 deeplearning.ai 提供的 Structuring Machine Learning Projects 的评价和反馈

4.8
40,655 个评分
4,488 条评论

课程概述

You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been taught elsewhere, and is drawn from my experience building and shipping many deep learning products. This course also has two "flight simulators" that let you practice decision-making as a machine learning project leader. This provides "industry experience" that you might otherwise get only after years of ML work experience. After 2 weeks, you will: - Understand how to diagnose errors in a machine learning system, and - Be able to prioritize the most promising directions for reducing error - Understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance - Know how to apply end-to-end learning, transfer learning, and multi-task learning I've seen teams waste months or years through not understanding the principles taught in this course. I hope this two week course will save you months of time. This is a standalone course, and you can take this so long as you have basic machine learning knowledge. This is the third course in the Deep Learning Specialization....

热门审阅

AM

Nov 23, 2017

I learned so many things in this module. I learned that how to do error analysys and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

MG

Mar 31, 2020

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.

筛选依据:

3826 - Structuring Machine Learning Projects 的 3850 个评论(共 4,453 个)

创建者 侯宇翔

Dec 14, 2018

Nice work but i think we need more guidelines of how to finish a successful machine learning project

创建者 Bishwarup B

Jun 05, 2018

The case study two - the quiz scoring in my opinion is not setup properly. For example question 13.

创建者 RIPUNJOY G

Oct 11, 2017

Good course. Don't know what, but expected more. Wish that next courses will give that opportunity.

创建者 ARJUN K V

Jul 02, 2020

It is really inspiring topic to understand all the concepts shared was seems to be really helpful.

创建者 Emma H

Mar 14, 2020

Would be happy to see also example and problems connected with numerical output in neural networks

创建者 Константин

Jun 09, 2018

This course compare to other was a bit boring to my opinion. But the whole specialization is great

创建者 Mohamed B

Aug 25, 2017

Gets repetitive at some parts, but otherwise very useful insights into best practices in the field

创建者 Eric L

Dec 03, 2018

Very nice course but a bit more subjective than the 2 previous especially about human performance

创建者 Priyansh J

Nov 28, 2019

Great teacher and great content. thought content could have been more! but overaal it was great.

创建者 Stefan L

Feb 20, 2019

It's nice to get some insight into projects. It would be great to have even bigger case studies.

创建者 Vaibhav J

May 19, 2018

It would be a better course if you give more problem assignments. Rest everything was very good.

创建者 yassine a

Jan 21, 2018

The videos are so long, there is a lot of repetition. it would be better to do it in three weeks

创建者 鞅骠豪

Jan 14, 2018

我觉得应加上一些demo使我们更加深刻体会到这些技巧的作用,至少感受一下。此外,强烈建议恢复总结单元,可以不是ppt但至少也要是个文章,总觉得现在的课程有点赶。没很好的方法复习学过的内容!!!

创建者 Mahesh S P

Apr 23, 2020

Good experince of working on ML/DL projects is given in this course. Quiz 1 is little confusing

创建者 Anton O

Mar 07, 2018

A lot of useful information, but perhaps some areas should have been explored in greater depth.

创建者 Timothy D

Oct 13, 2017

This course was a lot more interesting then I thought it would be. Very useful knowledge here.

创建者 Aby P

May 25, 2020

learned real life implementation and how things working on industries, but content was so slow

创建者 elias m

Apr 16, 2020

I wish I had this course when I started working in data science

Thanks

Elias Mokbel, CFA, M.Sc.

创建者 Jochen I

Mar 01, 2018

Still fun but much less practice (no programming assignments) makes it a little less thorough.

创建者 Nick R

Jan 07, 2018

Informative, but theoretical. After 3 courses I'm looking to do some hands-on work of my own.

创建者 Bobby

Oct 24, 2017

Lecture was good but no programming assignment for this course. I took out one star for this.

创建者 Ramachandran C

Oct 12, 2019

Loved the practical guidance provided by Andrew Ng on large-scale machine learning projects.

创建者 Arthur J

Jul 20, 2019

It would be great to have some materials to be able to go back to once done with the course.

创建者 Kyle S

Oct 23, 2017

This is a great course. It will be an invaluable reference when tackling real-world problem.

创建者 Yang Z

Oct 21, 2017

Some videos don't end properly and instead give you a black screen to stare at for a minute.