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

46,966 ratings
5,395 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

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!).

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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2676 - 2700 of 5,349 Reviews for Structuring Machine Learning Projects

By Alternate R

Nov 17, 2019

Super helpful course for any DL/ ML practitioner.

By Zaman M

Oct 4, 2019

I have learnt a lot about ML project structuring.

By nadaradjane

Feb 6, 2019

Super!!! Excellent... Need your slides Mr. Ng!!!!

By Ong J R

Nov 18, 2018

great course but should have include more content

By Ljubisa M

Jul 27, 2018

Years of ML experience condensed in few lectures.

By Pavan S

Jul 20, 2018

Very helpful and educative course. Thanks Andrew!

By 杜凌波

Apr 7, 2018


By Kelvin R

Feb 16, 2018

Good insight to managing larger learning projects

By Patrick E

Jan 28, 2018

The course helps to prioritize "what to do next".

By Vaibhav B

Nov 17, 2017

This is the most useful course I have taken on ML

By pablo s

Sep 22, 2017

Great to see real world problems and limitations.

By Chao ( Z

Sep 22, 2017

Helpful for my PhD research! Valuable experience!

By Sl4er

Sep 10, 2017


By 林远泽

Aug 22, 2017

I learned a lot from this course, thank you a lot

By Gokulraj U

Aug 19, 2017

Adequate Knowledge on End to End Deep Learning!!!

By Utku T

Jul 23, 2021

Important applied ML concepts explained clearly.

By Susan M

Jun 1, 2021

Challenging and useful - presented with clarity.

By Muhammad U J

Mar 23, 2021

Excellent course with a lot of practical advice.

By José b

Jan 12, 2021

Excellent coverage of a very practical material!

By Aishik R

Aug 14, 2020

Delivers exactly what it is supposed to deliver.

By Simbarashe M

Aug 8, 2020

now l can start implementing my research project

By UnniKrishnen N

Jun 13, 2020

Amazing course. Questions can be a bit different

By Rajkumar P

Apr 15, 2020

Very useful course for my knowledge improvement.

By Patrick B

Oct 11, 2019

a lot of examples and i love the simulator part!

By Varun P

Apr 11, 2019

A very helpful course while working on Projects!