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

4.8
45,749 个评分
5,220 条评论

课程概述

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....

热门审阅

MG
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.

JB
Jul 1, 2020

While the information from this course was awesome I would've liked some hand on projects to get the information running. Nonetheless, the two simulation task were the best (more would've been neat!).

筛选依据:

4576 - Structuring Machine Learning Projects 的 4600 个评论(共 5,169 个)

创建者 Sergey I

Aug 22, 2018

Good and useful material. However the homework is not challenging enough.

创建者 Nimrod P

Feb 6, 2018

Some video issues, give this course a slightly lower production values...

创建者 Abhishek R

Nov 27, 2017

Very useful for people working in ML. Short on content but one of a kind.

创建者 Matteo P

Sep 23, 2017

Lot of blanks and glitches in the videos. Should be better reviewed by QA

创建者 Leon M W

Dec 26, 2020

Nice but not as informative and well crafted as the previous two courses

创建者 Nabham G

May 25, 2020

Got to learn some insights and guidelines for machine learning projects.

创建者 Madhumathi R

May 29, 2019

It could have been the last course in the specialization instead of 3rd.

创建者 Sébastien D

Nov 17, 2017

Some effort should be put in editing the videos. Else it is pretty good!

创建者 Paulo A V

Nov 16, 2017

Innovative contents full with good advises and suggestions in the matter

创建者 Simon L

Nov 1, 2017

Really good for intuition. Only wish there was some code sprinkled in :)

创建者 Joffre L V

Oct 25, 2017

Very good course, maybe a little more project work would be better, ....

创建者 Prasad D D

Jul 3, 2020

Great videos. Just too long. Maybe sometimes I feel it to be repetative

创建者 Angel-Lucian R

May 21, 2020

It would be more useful to have this course last in the specialization.

创建者 Abhinand S

Mar 27, 2019

The answers to the questions in the Quiz are ambiguous and subjective.

创建者 Wynand

Feb 15, 2018

Good, not dissimilar information from what was taught in the ML course

创建者 R. P R

Nov 30, 2017

Will return to this lecture again in the future as reference material.

创建者 Isaac K

Nov 27, 2017

Has some useful information, but is lacking any programming exercises.

创建者 george v

Nov 2, 2017

great-practical advices. nice simulation of the problems in the quizes

创建者 Tianyue Z

Sep 11, 2017

Talks about error analysis and strategies of how to proceed a project.

创建者 Liu X

Sep 13, 2020

the quiz of the 2nd week has a wrong question, in my quiz,this 10th。

创建者 Abhishek N

Dec 23, 2018

Great course. Loved the lectures, but the assignments were ambiguous.

创建者 Jesús C

Oct 13, 2018

Great course!

I only missed how to deal with unbalanced training sets.

创建者 Jeremy O

Jul 14, 2018

Great information - A few more video errors than in previous courses.

创建者 John W

Oct 2, 2017

Another informative course. A bit repetitive but overall very useful.

创建者 Jacques J

Sep 6, 2017

Would have loved a lot more content and a lot more practice examples.