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

4.8
stars
49,877 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

ED

Aug 22, 2020

Excellent start for digging into topics that are not taught nowhere else. The author books 'Machine Learning Yearning' is a great next read that goes deeper in some of the aspects, really recommended.

MG

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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1626 - 1650 of 5,718 Reviews for Structuring Machine Learning Projects

By Sharvil G

Nov 6, 2018

Really helpful course. Thought many strategies for building my deep learning project. Thank You Sir.

By Chris P

Oct 31, 2018

Although short, this course offers simple practical tips that could save you a lot of wasted effort.

By 景小飞

Oct 2, 2018

The lessons of THIS course is practical to solve the problems in real life.

This is the WAY to MASTER

By Minglu Z

Aug 9, 2018

The contents are all concepts but very important for evaluation what next step should be done in ML.

By Luis A A G

Dec 1, 2017

A really important course, it teach a lot about the underlying components in deep learning projects.

By Narasimha P

Oct 14, 2017

Nice course on understanding how to to choose deep learning architectures for different applications

By yinling l

Aug 20, 2017

very useful, especially the error analysis and bias/variance part, helps me a lot in training my NN.

By Farhan F

Apr 16, 2022

Wow, this course is challengging because we must count and practice real Machine learning Projects

By Luca R

Oct 7, 2020

Really loved the approach I learned a lot. For the second week maybe the videos are a bit too long.

By Parmida G

Jun 26, 2020

It was the most interesting course i ever took in my life thank you dr Andrew Ng .i hope u the best

By Ankit S

Jun 24, 2020

Such an awesome course but I think it should be provided as the last course of this specialization.

By umut e

May 25, 2020

After this course , my blurry mind is now more clear about the building machine learning algorithms

By Himanshu P

Apr 5, 2020

Provided me with a systematic approach that I think would have came to me after years of experience

By Tamara

Sep 25, 2019

This was a tremendous learning experience! I am super interested in continuing this learning path!

By Sonal P R

Sep 20, 2019

The course was great. All thanks to Respected Andrew Ng sir for providing such an amazing insights!

By Dien-Lin T

Jun 15, 2019

The explanation of the concepts is very easy to understand, and the assignments are really helpful.

By Philippe K

May 26, 2019

Thanks a lot about sharing your experience on deep learning problem projects! That's a lot of help!

By J C G

Feb 1, 2019

Useful insights that might greatly contribute to the success of a deep learning project. Thank you!

By Anton V

Jun 20, 2018

Great course to gain some insights on how to save time when tackling various deep learning problems

By Rupert

Feb 18, 2018

Very good insights and clearly shown approches which cost much pain in real life to learn by doing.

By Pietro C

Oct 1, 2017

Very, very good and practical strategy for ML projects. Invaluable advice if you are just starting.

By Mengyun Z

Sep 13, 2017

This is more like a overall strategy class, teach us to select the method of proceed on DL project.

By Sebastian F

Aug 21, 2017

Knowledge nuggets!!! Andrew Ng, in its known style, explain complex subjects in the simplest terms.

By Rakibul H R

Sep 16, 2022

This course has filled my expected level to learn. I have enriched myself enough with the course.

By Joaquin G

Jun 20, 2022

Gives you a lot of intuition. I hope that I will be able to use it in future projects of my own.