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

4.8
stars
42,205 ratings
4,737 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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3176 - 3200 of 4,689 Reviews for Structuring Machine Learning Projects

By Jürgen R

Dec 22, 2017

Awesome course!

By Chirag S

Nov 11, 2017

Amazing course.

By Roberto S

Nov 08, 2017

Very Thoughful!

By Siddhartha J

Nov 02, 2017

Great course !!

By Maheedhara S A

Oct 05, 2017

Exciting so far

By Adele

Sep 23, 2017

很好的DL课程,内容非常使用。

By Hamlet B

Sep 22, 2017

Very insightful

By Zhonghua Q

Sep 13, 2017

Very practical!

By Eric F

Sep 08, 2017

very practical!

By Herman W

Aug 26, 2017

Learning a lot.

By Utkarsh R

Jul 23, 2020

course is good

By Abhiraj K

Jul 22, 2020

Great course !

By Navjeet B

Jul 18, 2020

He's the best.

By anil k

Jul 16, 2020

Awesome Course

By Ajay R

Jul 11, 2020

Very practical

By Arpit

Jun 18, 2020

Amazing course

By JAI G

Jun 16, 2020

simply awesome

By Sadanand M

May 31, 2020

Enjoyed a lot!

By Adarsh k

May 28, 2020

Awesome Course

By Kaif K

May 16, 2020

Awesome course

By Vinish R

May 04, 2020

awesome course

By Kouassi K J M

May 02, 2020

Cours détaillé

By Simone I

Mar 24, 2020

Very well done

By Prince c

Mar 19, 2020

Awesome course

By Ravi R

Oct 16, 2019

Resourceful !!