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Learner Reviews & Feedback for Structuring Machine Learning Projects by deeplearning.ai

4.8
stars
43,402 ratings
4,886 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

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!).

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.

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4451 - 4475 of 4,834 Reviews for Structuring Machine Learning Projects

By 李浩然

Jul 22, 2019

not as good as lecture 1&2

By Rahul V S

Sep 01, 2018

No programming assignments

By Gijs O

Apr 12, 2018

Not as good as the others!

By Philip W

Feb 02, 2018

Great course but too basic

By Kevin R I

Sep 16, 2019

Not what I was expecting.

By 罗炜儒

Nov 28, 2018

理论讲解很深入,但是缺乏编程练习,难以记住核心思想

By Bernard F

Nov 27, 2017

Difficult but interesting

By Nick M

Jan 13, 2018

Pretty good introduction

By Adarsh R

Jun 26, 2020

A bit boring but useful

By 박은천

May 25, 2019

gooooood thanks Prof.Ng

By Jedrzej P

Apr 29, 2018

Good and very useful :)

By Spike Y

Nov 09, 2017

希望老师能够提供编程作业,使得知识理解更加深刻

By Zihao Z

Aug 13, 2020

还是缺少数学的部分,对于大学生来说缺乏挑战性

By yuichi k

Jul 02, 2020

内容は良いが、日本語訳がほぼないので苦労した

By Xuanhao Z

Feb 16, 2019

Not that useful for me

By Wenliang L

Jul 18, 2018

could be more concise.

By Jeffrey D

Mar 25, 2020

Maybe a bit too easy?

By Sai V M

Jun 26, 2020

Good but theoritical

By Sanika A

May 19, 2019

loved this course...

By Abdullah E D

Sep 10, 2018

there is high level.

By Lucas B

Mar 12, 2018

Good, but so short!

By Sandeep M

Oct 17, 2017

Not enough practice

By Roberto G

Mar 15, 2020

practical but slow

By Leigh W

Sep 12, 2018

Lots of good tips.

By 杨帅

Oct 22, 2017

no coding no happy