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Learner Reviews & Feedback for Structuring Machine Learning Projects by DeepLearning.AI

4.8
stars
44,741 ratings
5,070 reviews

About the Course

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....

Top reviews

TG
Nov 29, 2020

I learned so many things in this module. I learned that how to do error analysis and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

JB
Jul 1, 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!).

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4901 - 4925 of 5,014 Reviews for Structuring Machine Learning Projects

By 成文辉

Mar 27, 2019

programming assignment is needed.

By Gaurav M

Jun 13, 2018

It could be little shorter module

By Sergey A

Sep 18, 2017

Too short and not enough practice

By Pablo A

Mar 1, 2020

Good introduction, a bit basic

By Michael N

May 2, 2018

Okay, but lacks practicality

By Zhao Y

Jan 28, 2018

Not much useful information.

By Alban S

Dec 8, 2017

A lot of video badly edited.

By Abhijeet M

Jul 7, 2019

Informative but too short

By Fengxin Y

Sep 10, 2017

not that useful i thought

By Francesc C F

Aug 28, 2017

I missed the coding parts

By SUPARNA C

Dec 18, 2019

understood little bit

By 邹存安

Jan 8, 2019

可能是偏向实际应用,对我理论方向的帮助很少

By 禹宏康

Dec 10, 2018

讲道理这么课内容有点少,而且有点空....

By Pratik k c

Nov 5, 2017

Very Theoretical !!

By Tom M

Aug 24, 2017

I very simple class

By Mathew S

Dec 31, 2017

Its informational

By Kenneth C V

Oct 7, 2020

Complex Material

By Siwei Y

Nov 28, 2017

就两周的课, 我不知道算是凑数吗

By Mohit S

Jul 15, 2020

Not that good.

By Fotsing B K

Feb 25, 2018

to theoritcal

By Yide Z

Dec 17, 2017

too much bugs

By David B

Aug 19, 2019

No Homework!

By Sean L

Oct 6, 2019

Bit tedious

By Leticia R

Aug 11, 2018

Bit boring.

By Wouter M

Jun 13, 2018

A bit short