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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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1576 - 1600 of 5,718 Reviews for Structuring Machine Learning Projects

By Indu D

Oct 25, 2019

After reviewing this course, it gave me huge confidence on how to analyze for errors and solve for them.

By Maciej F

Apr 22, 2019

Great course, the conceptual thinking is as important as knowing what the algorithm does. Thanks Andrew!

By Tushar D

Sep 12, 2018

I couldn't have ever imagined anything about real life projects without having been through this course.

By Tshephisho J S

Apr 26, 2018

I liked this course because is simply and you have to use all your thinking to solve real-life projects.

By Sujay B

Feb 26, 2018

I like the simulators, helps quickly jump to real world applications and helps build the thought process

By Shivakshit P

Oct 22, 2017

The lectures are at times long and repetitive, but on an average it is quite informative and intuitive.

By 艾宏

Sep 26, 2017

This course acturally told me a lot about how to practie deep learning in a real project. Thanks Andrew!

By Priyanshi S

May 3, 2020

A very good and organised course giving knowledge about how we can work on real problems.

Thank you!! :)

By Yash A

Apr 17, 2020

Lot of knowledge in terms of Training , Debugging, and Implementation of End-End Deep Learning Project.

By vishak b

Nov 15, 2019

An extremely unique course that deals with actual real life scenarios. Very grateful for this exposure!

By Bhavesh K

Jul 11, 2019

This course really helped me to understand which was not covered in my master course at the university.

By Dimitry I

Jun 23, 2019

Another good course in the Deep Learning specialization. Thank you to Prof Ng and the rest of the team.

By Alexey K

Jul 15, 2018

Very interesting course, that provides a lot of insight for managing your own Machine Learning project.

By Junhua L

Jun 3, 2018

answers to some questions are quite weird, many students ask on the forum, but no official reply, why??

By Du L

Feb 24, 2018

feels more motivated after finishing this course - get a certificate without scratching head debugging!

By Sungjae C

Feb 17, 2018

Short and efficient lectures for preparing for structuring machine learning projects in the real world.

By Juan P R

Oct 23, 2017

It helps you understand how data affects your project. Wondering if everyone should learn this first :)

By Miriam F

Aug 23, 2017

I liked this short course as it gave according to the course title a lot of practical hints and advice.

By Vijay R

Aug 27, 2022

The amount of knowledge that can be gained to lead ML teams and projects is abundant. Thank you Andrew

By David R

Jul 29, 2021

Challenging quizzes that force you to really understand the real world choices you have to make in ML.

By Andy

Nov 3, 2020

Ideal para analizar casos de ML aplicada y pensar como solucionar posibles problemas en los proyectos.

By Jinyun L

Aug 12, 2020

No Picture supported, so just use the text to describe the [MEME]:

'The last lecture of Andrew':

(iДi)

By Daniela G

Mar 20, 2020

All the courses in this specialization have been very helpful so far. Thank you for this great course!

By Jeffrey B

Oct 14, 2019

Very informative and key to solidifying the concepts of deep learning to practical project application

By Shubham M

Jun 19, 2019

Nice taught me about specific structuring implementations which needs to be checked in case of faults.