Chevron Left
返回到 Structuring Machine Learning Projects

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

4.8
50,122 个评分

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

ED

Aug 22, 2020

Excellent start for digging into topics that are not taught nowhere else. The author books 'Machine Learning Yearning' is a great next read that goes deeper in some of the aspects, really recommended.

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:

5101 - Structuring Machine Learning Projects 的 5125 个评论(共 5,746 个)

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.

创建者 Hugo H M A

Dec 16, 2020

It's so good but I think is for intermediate level rather than entry

创建者 Mihir S D

Apr 6, 2020

Great course! Would be better if programming exercises were included

创建者 Edoardo S

Feb 2, 2019

A bit too theoretical and not empirical but still really interesting

创建者 Dieter V

Apr 23, 2020

The value of this course is mostly in the quizzes. Very insightful.

创建者 Michael B

Apr 4, 2018

Well structured material - trigger the desire to know more and more

创建者 yifeng z

Feb 27, 2018

kind of lacking in practical assignment. only quiz seems not enough

创建者 Roger F

Dec 4, 2017

It would be great to get some explanations in regard to both tests.

创建者 Shirley Z

Nov 6, 2017

Could be more examples or coding assignments for transfer learning.

创建者 chao L

Sep 29, 2017

Distills the key and practical aspects of machine learning projects

创建者 Chuyi H

Jul 2, 2020

the knowledge is very relevant and the quiz is fun and challenging

创建者 Tomás O

Jun 19, 2019

Very useful intuitions, needs a little more of coding if possible.

创建者 Aniceto P M

Apr 24, 2019

This course is a bit short but there i a lot of experience bottled

创建者 Javier P

Oct 18, 2017

Programming assignments for transfer learning would have been nice