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

48,136 ratings
5,524 reviews

About the Course

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....

Top reviews


Nov 22, 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.


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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3351 - 3375 of 5,491 Reviews for Structuring Machine Learning Projects

By Marco D V

Apr 14, 2018

Very nice error analysis !

By keshav m

Feb 11, 2018

simply the best!! loved it

By Michael M

Jan 28, 2018

Great Learning Experience!

By Sanket S K

Oct 29, 2017

Really a Flight Simulator.

By Divakant P

Oct 22, 2017

It's a really nice course!

By Alex M

Oct 8, 2017

It makes many things clear

By Jurassic

Sep 27, 2017

good source for materials.

By Avilash K

Sep 25, 2017

Slow but quite insightful.

By Tushar K (

Jan 1, 2022

Good practical knowledge.

By shahnawaz s

Sep 14, 2021

Awesome..More informative

By Yongkang L

Aug 26, 2021

It's a really good class.

By Code 4

Jul 5, 2021

Very much in-depth course

By David S

Mar 19, 2021

Great practical insights.


Sep 30, 2020

i think its awesome stuff

By Steve d l C

Aug 22, 2020

excelent course as always

By Martin G M

Aug 18, 2020

The tips are wonderfull's

By Thangamari

Aug 8, 2020

Its very very nice course

By Amine

Jul 20, 2020

Very interessting course.

By Matteo D

Jul 13, 2020

Great practical insights!

By Christine C

Jun 15, 2020

awesome practical advice!

By null

Oct 13, 2019



Oct 2, 2019

Once again great content.

By Sanjay K

Oct 1, 2019

great learning experience

By ankit b

Jul 13, 2019

Great course for everyone

By 김화겸

May 2, 2019

Andrew I love you so much