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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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4901 - Structuring Machine Learning Projects 的 4925 个评论(共 5,746 个)

创建者 Qian N

Oct 6, 2017

I wish there were more simulations (quizs) since this course aims at improving project structuring. 2 quizs are just not enough!

创建者 ACECOM I

Jun 18, 2020

me agrado, pero no tanto como lo demás cursos de la serie, lo debieron poner entre los otros capitulos.. :) igual estuvo genial

创建者 Duhai A

Mar 22, 2020

Rather less coding in this course. However, if you are about to embark in ML project, the advice you will get here is valuable.

创建者 Kailash C

Mar 15, 2020

More examples other than speech recognition and self driving car would have been useful. Multitask learning was not very clear.

创建者 Jun W

May 16, 2019

This course is mainly about the concepts. But it makes me know why and when I can use pre-trained models and transfer learning.

创建者 Parth P

May 21, 2019

This course is absolutely for who is coming out to structure the projects and research the tuning the Machine learning models.

创建者 Ganesh M S

Apr 1, 2018

Learnt a lot about machine learning. One of the finest collection of all the information related to machine learning concepts.

创建者 Enes B

Jan 4, 2018

The content is great, but the there are some HW questions that should be reviewed and the wording of which should be improved.

创建者 Rex C D

Oct 30, 2017

I brief look at the project management aspects of deep learning. More flight simulators (case studies) would be very helpful.

创建者 Akash D

Oct 12, 2017

Simple and yet a great course! Exposes us to a very well explained and justified set of guidelines on how to improve learning.

创建者 Aditya M

Jun 16, 2020

The videos are fast forwarded which causes problem while understanding difficult portions of the course please slow it down .

创建者 Rashid G

Apr 16, 2020

A bit light and repetitive. Could be cut down to 1 week. Would be nice to see some template code for good ML pipeline setups.

创建者 Vik V

Jul 23, 2018

Terrific material as always. This stuff also felt very real-world actionable. But no coding learning, which I was hoping for.

创建者 Matt G

May 22, 2022

It would take many projects and careful reflection to learn the concepts in this course. It was definitely worth the effort.

创建者 Deleted A

Jul 11, 2020

This course offers a basic way of thinking to approach Machine Learning Projects. Need more intuition for advanced projects

创建者 Thomas A

May 25, 2020

Still great, but not quite as substantive as the first 2 courses. Enjoyed the flight simulators though, do more of that :-)

创建者 Franz L

Jun 3, 2020

I really enjoyed the course, but I think some of the responses from the mentors in the discussion forum leave some doubts.

创建者 Oliverio J S J

Jan 28, 2019

It is a very interesting course. I just regret that no documentation can be download to use it as reference in the future.

创建者 Gustavo A V

Mar 31, 2019

The missing of practical exercises I think is a real disadvantage. Is always better to learn by practice than by theory.

创建者 Archer M

Dec 12, 2018

Would be nicer if there are coding assignment that can guide us through some of the applications mentioned in the lecture

创建者 W B K

Oct 9, 2018

Good and useful content. The staff should read the forum's errata section and make a bunch of fixes to the course though.

创建者 Saurav J

Sep 22, 2017

Excellent course material would have been icing on the top if there were some course exercises like previous two courses.

创建者 Hao W

Aug 19, 2017

I think some videos materials related to deep learning practice(programming assignment seems costly) will be more helpful

创建者 Nicholas P

May 14, 2020

an interesting short course on some of the things to be careful of when carrying out/planning a machine learning project

创建者 James D B

Jul 5, 2019

Pretty quick and easy course, but there does seem to be some good content in there. Almost no technical content, though.