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

35,304 个评分
3,703 条评论


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....



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.


Mar 08, 2018

Going beyond the technical details, this part of the course goes into the high level view on how to direct your efforts in a ML project. Really enjoyable and useful. Thanks for making this available!


3526 - Structuring Machine Learning Projects 的 3550 个评论(共 3,662 个)

创建者 Marco L S

Nov 28, 2019

Useful but not that much for assigning to those topics a course of their own.


May 17, 2018

First week is a little bit boring for those that did Machine Learning course.

创建者 R. S S

Feb 10, 2018

A good course though some programming exercises would have made this better.

创建者 Duncan K M

Nov 20, 2017

I like coding projects and hands on material, this was heavy on the videos

创建者 rohan k

Feb 01, 2019

Seemed lots of similar information which was covered in previous courses

创建者 Greg H

Sep 15, 2017

It would be better if we could try coding and experimenting these ideas.

创建者 Joshua P J

Jun 23, 2018

I fear this material won't challenge many learners. Feels like review.

创建者 Potnuru A

Jun 23, 2018

No practise sessions, just theory unlike others in this specialization

创建者 Moustafa A M

Dec 22, 2017

No details about some implementations how to implement this techniques

创建者 David F

Sep 23, 2017

Good insights, but not much material and no programming assignments.

创建者 Mtrix.Blackspecter

Nov 03, 2017

It was rather disappointing because it didn't meet my expectations.

创建者 Lambert R

Apr 16, 2018

Dommage qu'il n'y ait pas de TP dans ce cours (seulement 2 quizz)

创建者 Mike T

Jul 24, 2018

I wished there were exercises besides the quizzes in this course

创建者 Anatolii B

Oct 01, 2018

some quiz questions are poorly formed, a little disappointing.

创建者 C. I

Aug 17, 2017

Very short, not many practical examples. Lots of repetitions.

创建者 Wayne S

Sep 01, 2019

Video lectures tend to be repetitious, and can be confusing.

创建者 Anthony M

Oct 23, 2017

Practical knowledge, but I would prefer more hands on coding

创建者 Jiheng R Z

Sep 09, 2017

Quite a few errors and ambiguities in the practice problems.

创建者 Zijing Z

Nov 17, 2017

The topics are interesting however the content is off par.

创建者 Daniel D

Sep 04, 2017

The course es good, but it seems still under development.

创建者 Juan A C A

Aug 30, 2017

It would be better if you include programming exercises.

创建者 Abdullah M

Jan 13, 2018

It was hard to keep interested - lost focus many times

创建者 Brandon C

Dec 07, 2018

lacking in the usual engaging programming assignments

创建者 Varun S

Sep 23, 2018

Was expecting more scenarios for real data experience

创建者 Jian Z

Nov 06, 2017