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

48,232 ratings
5,534 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


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.


Dec 1, 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.

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3476 - 3500 of 5,501 Reviews for Structuring Machine Learning Projects

By Aman D

Aug 16, 2018

Best and very engaging

By 大太阳

Jun 24, 2018


By Mexson F

Jun 8, 2018


By Arash A

Apr 2, 2018

Practical and concise.

By Andres S

Mar 25, 2018

Great insight. Thanks!

By Zhao B

Feb 4, 2018

Very excellent course.

By Caleb J R T

Feb 2, 2018

Simulators are amazing

By 丁宁

Dec 4, 2017

An outstanding course!

By Jesus I G R

Nov 17, 2017

A very valuable course

By Jorge C

Oct 14, 2017

GREAT practical tips !

By Lingjian K

Sep 24, 2017

Andrew Ng is the best!

By Kevin W

Aug 29, 2017

A really great course!

By Francisco F E S

Aug 12, 2021

Very didactic course.

By Clashing P

May 20, 2021

Dr.Andrew is a Beast!

By Rohit S P

Feb 11, 2021

very promising course

By Nhat M L

Dec 10, 2020

Very useful knowledge

By Sugat B D

Sep 28, 2020

Thank You sir Andrew.

By Tư P M

Sep 6, 2020

It was really helpful

By Kirthikka

Jun 14, 2020

Greatly useful course

By Vivek S

Jun 6, 2020

Very intuitive course

By Anup B

May 11, 2020

Good course for DL NN

By ishan k k

Apr 8, 2020

Amazing unique course

By Sathvik B

Mar 29, 2020

useful info not found

By bammidi s K

Jan 6, 2020

very effective course

By Marouane T

Sep 26, 2019

astonishing of course