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

47,197 个评分
5,421 条评论


In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader. By the end, you will be able to diagnose errors in a machine learning system; prioritize strategies for reducing errors; understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance; and apply end-to-end learning, transfer learning, and multi-task learning. This is also a standalone course for learners who have basic machine learning knowledge. This course draws on Andrew Ng’s experience building and shipping many deep learning products. If you aspire to become a technical leader who can set the direction for an AI team, this course provides the "industry experience" that you might otherwise get only after years of ML work experience. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....


Mar 30, 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.

Nov 22, 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.


5326 - Structuring Machine Learning Projects 的 5350 个评论(共 5,377 个)

创建者 Saad K

Sep 12, 2017

I found it quite verbose... Could have easily been shrunk and fit inside the other course... Don't think it needs a separate course for this

创建者 Matías L M

Oct 29, 2017

Really bad course. Even the professor does a good job at explaining everything, it does not seem to be a technical course :(

创建者 Kedar A P

Jul 18, 2018

This course is too theoretical, would like to see some multi task learning or transfer learning programming assignments.

创建者 Viliam R

Oct 21, 2017

i missed practical (programming) assignments here. quizes are great, but could never substitute for getting hands dirty.

创建者 Vishal K

Dec 17, 2017

The weakest of the three so far - comparatively lots of fluff. Unclear definitions with lots of perhapses and maybes.

创建者 Benoit D

Aug 15, 2017

I have been working in industry for 5 years now and this are not really the problems we encounter in practice.

创建者 Mads E H

Oct 26, 2017

Not applicable enough. I think you need more tooling around DL before these meta lectures makes sense.

创建者 Dafydd S

Oct 23, 2017

Had the feeling of a "filler" course although it was interesting to hear about the various challenges

创建者 Alexander V

Feb 25, 2018

A lot of very common-place suggestions that could just as easily be conveyed in a third of the time.

创建者 Nahuel S R

Mar 4, 2020

Demasiado contenido teórico sin aplicaciones prácticas reales que permitan consolidar lo aprendido

创建者 Peter E

May 2, 2018

Too theoretical. It would be good to have some practical (programming) assignments here as well.

创建者 Mohamed E

Nov 22, 2017

Not much to learn in this course, basic recommendations can be condensed in one or two lectures

创建者 Jordi T A

Aug 28, 2017

A lot of the content seemed redundant both within the lectures and with the previous courses

创建者 Clement K

May 11, 2020

Interesting but redundant. It's not worth an entire course, even if it's only two weeks

创建者 Péter D

Oct 6, 2017

long videos saying actually very little ... disappointment

创建者 Andrey L

Oct 29, 2017

Quite boring and not so interactive like the first course

创建者 harsh s

Sep 22, 2020

good but more theoretical course rather than pratical

创建者 Kaarthik S

May 25, 2020

this is the boring course in the specialization

创建者 Thomas A

Oct 2, 2019

Can be better, but there's way too much fluff

创建者 Till R

Mar 2, 2019

Some things are best learned from experience.

创建者 Subhadeep R

Sep 25, 2018

Frankly I didn't find this to be very useful.

创建者 Hernan F D

Dec 17, 2019

There is no a lot of content in this course

创建者 Aloys N

Sep 20, 2019

Missing a bit of practical Python exercises

创建者 Ofer G

Jul 9, 2019

Pretty basic and not enough practical

创建者 2k19ec173 s

Apr 4, 2021

please work on the audio quality