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

48,952 ratings

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


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!).


Mar 30, 2020

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.

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3401 - 3425 of 5,584 Reviews for Structuring Machine Learning Projects

By kindalin

Aug 1, 2019

Thank you for your lecture

By Wang Z

Jun 25, 2019

Intuitive course. Helpful.


Jun 14, 2019

really awesome course !!!!

By Hao D

Mar 21, 2019

Tricks during development!

By Ganesh P

Mar 20, 2019

Helped me in my interview!

By 杨伟

Mar 13, 2019

A Very Excellent Course!!!

By yousuf o

Mar 1, 2019

It's a very helpful course

By Zhaiyu C

Dec 27, 2018

empirical lessons, useful.

By Wenyu Z

Jul 7, 2018

Great practical knowledge!

By 李和倍

Apr 24, 2018

I need how to set up data

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 Alexander 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 Farzad E b

Sep 5, 2022

It was a great experience


Jul 23, 2022

Excelent course!, Thanks!

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.