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

4.8
50,128 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....

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YP

Jul 25, 2018

Very important and valuable intuitions about DNN training/optimization. It's full of really practical information while implementing my own models.DNN을 실제 적용할때 반드시 이해하고 적용해야 할 실질적 내용들로 구성된 멋진 코스 입니다!

WG

Mar 18, 2019

Though it might not seem imminently useful, the course notes I've referred back to the most come from this class. This course is could be summarized as a machine learning master giving useful advice.

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4976 - Structuring Machine Learning Projects 的 5000 个评论(共 5,746 个)

创建者 Lucas G

Aug 23, 2017

Great course! Would have loved some programming assignments, but the flight simulator was useful too.

创建者 Kevin C

Oct 28, 2020

Curso interesante en el que se abordan temas a los que quizás no se les da la importancia necesaria.

创建者 Emmanouil K

Dec 31, 2018

Don't get me wrong: this course is full of insights, but I think it could use a little more flesh...

创建者 侯宇翔

Dec 14, 2018

Nice work but i think we need more guidelines of how to finish a successful machine learning project

创建者 Ganesh S V M K

Aug 11, 2020

It is a great course but felt like not as interesting as previous 2 courses in this specialization

创建者 Bishwarup B

Jun 5, 2018

The case study two - the quiz scoring in my opinion is not setup properly. For example question 13.

创建者 Ripunjoy G

Oct 10, 2017

Good course. Don't know what, but expected more. Wish that next courses will give that opportunity.

创建者 Samit H

Jul 19, 2020

Very short course. Questions were good. Some programming assignments would have helped a lot more.

创建者 ARJUN K V

Jul 2, 2020

It is really inspiring topic to understand all the concepts shared was seems to be really helpful.

创建者 Emma H

Mar 14, 2020

Would be happy to see also example and problems connected with numerical output in neural networks

创建者 Константин

Jun 9, 2018

This course compare to other was a bit boring to my opinion. But the whole specialization is great

创建者 Mohamed B

Aug 25, 2017

Gets repetitive at some parts, but otherwise very useful insights into best practices in the field

创建者 Eric L

Dec 3, 2018

Very nice course but a bit more subjective than the 2 previous especially about human performance

创建者 Priyansh J

Nov 28, 2019

Great teacher and great content. thought content could have been more! but overaal it was great.

创建者 Stefan L

Feb 20, 2019

It's nice to get some insight into projects. It would be great to have even bigger case studies.

创建者 Vaibhav J

May 19, 2018

It would be a better course if you give more problem assignments. Rest everything was very good.

创建者 yassine a

Jan 21, 2018

The videos are so long, there is a lot of repetition. it would be better to do it in three weeks

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 Anna M

Mar 6, 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 Gopal S P

Jul 11, 2020

Great content.

Too many dimensions to think about which is good and exhaustive at the same time

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 1, 2018

Still fun but much less practice (no programming assignments) makes it a little less thorough.