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

4.8
40,709 个评分
4,507 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.

JB

Jul 02, 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:

3851 - Structuring Machine Learning Projects 的 3875 个评论(共 4,468 个)

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.

创建者 Michael L

Jun 10, 2020

Sometimes, the explanations/advices given were too lengthly and contained some repetitions.

创建者 Amielle D

Jul 24, 2019

There were some typos throughout the course, but the core topics were still discussed well.

创建者 Tariq A

Jan 12, 2019

A good quality course, would have loved to have some programming exercises to go with this.

创建者 Ankur K

Nov 13, 2017

It would have been a little better if some assignments were also provided with this course.

创建者 Rohini H

Jun 10, 2020

still with some more example & more simplest way to solve them .with simple basic examples

创建者 Martin B

Mar 17, 2018

Again, excellent, but proof reading of the test and proof-viewing of the videos is needed.

创建者 Sudeep K

Apr 07, 2020

It could be more detailed. More Code intense! However, the course was really informative.

创建者 Abhishek P

Sep 24, 2019

Initially a bit hard to understand but repeating the session helped to grasp the concepts

创建者 Pedro L A V

Feb 26, 2018

Good course, but there are too many small topics in each week and no hands-on assignment.

创建者 Blake C

Sep 20, 2017

Not quite sure, but there are some problems in exam. Hopely fix them as soon as possible.

创建者 vikas c

Jun 20, 2019

It was a nice course, it can better if some demo codes are used as an example separately

创建者 Shuo W

Jan 03, 2018

Pro: useful practical suggestions;

Con: language used in quiz should be further polished.