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
50,128 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....

热门审阅

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.

DC

Mar 7, 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!

筛选依据:

2326 - Structuring Machine Learning Projects 的 2350 个评论(共 5,746 个)

创建者 Juan A

Oct 24, 2017

Content is really good, needs some editing corrections but that's all.

创建者 Shyam S K (

Oct 15, 2017

This will save you a lot of time and structure projects the smart way.

创建者 Chaitanya D

Oct 10, 2017

Well structured and awesome content !! Assignments are really awesome.

创建者 Chandra P U

Oct 8, 2017

Great course to improve deep learning (and machine learning) practise.

创建者 Joel O

Oct 1, 2017

Absolutely insightful as usual!!! I'm very happy this course was made!

创建者 David A S

Sep 27, 2017

This course is great. Really applied examples and real world quizzes.

创建者 Ahmed M

Sep 20, 2017

I really liked this course. Thanks a lot for the team who prepared it.

创建者 David W

Sep 9, 2017

great! I got so much more and deeper further on deep learning. Thanks.

创建者 Yi F

Aug 15, 2017

Very insightful and practical strategies for machine learning projects

创建者 Ali S

Jan 9, 2021

Recommended course for everybody in DL era, So many thanks to Prof.NG

创建者 Gauransh S

Oct 24, 2020

gave me insights of how to modify your errors and get better accuracy

创建者 Soufiane F

Sep 29, 2020

This course helps having a better 360 degrees vision of an ML project

创建者 aman g

Aug 11, 2020

I learned things that might have taken months or even years to learn.

创建者 Vlad M

Jun 24, 2020

Really good addition to the previous two courses in specialization!!!

创建者 Suraj K

Jun 11, 2020

Amazing learning experience. Assignment-Quiz were nice & interesting.

创建者 Surya R S

May 14, 2020

This is really awesome!!!learnt more new things thanks to coursera!!!

创建者 guolianghu

Mar 28, 2020

非常棒的课程,老师讲的例子很有用,让我理解的更加深刻。

通过这一系列课程也可以加强我的深度学习基本功。另外,希望我的研究生入学考试复试顺利。

创建者 Shervin M

Mar 2, 2020

Nice and representative case studies, though seldom a bit subjective.

创建者 象道

Sep 16, 2019

the best empirical knowledge that is accessible by new practitioners.

创建者 Andrés D

Jul 25, 2019

Great Course this is the only place where I have found this material!

创建者 Yasiru B S P

Jul 21, 2019

Great Insight on how to manipulate the knowledge for real life cases.

创建者 Abdallah W

Jun 7, 2019

Great course that helps you to start off the machine learning project

创建者 Jiapeng Z

Apr 20, 2019

It really helps me a lot. I like the style of Professor Ng very much!

创建者 Regi M

Mar 20, 2019

The details covered by Prof.Ng is amazing. It was beyond expectation.

创建者 saket g

Jan 20, 2019

Very well organized course work. I think the best available till now.