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

4.8
stars
49,809 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

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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

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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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1801 - 1825 of 5,708 Reviews for Structuring Machine Learning Projects

By a b

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Aug 14, 2018

It is very useful. Perhaps a bit too much of information for two weeks, but worth the time.

By Carlos H B

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May 17, 2018

Great course to assimilate in best way how structure projects and what best practices apply

By Nagamalla T

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Feb 11, 2018

Gives a very good picture of list of things to keep in mind while taking up a new project.

By Cris P

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Dec 21, 2017

Full of advice on how to tackle a wide variety of problems common to deep learning projects

By Tomer S

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Nov 17, 2017

Highly impactful course for anyone going into machine learning, especially for team leaders

By Nicolas M

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Oct 19, 2017

A really great course that goes over materials that are rarely covered in Machine Learning.

By Tejas B

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Aug 27, 2017

Really helpful practical advice, almost all of which I put to good use at work immediately.

By Filip M

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Sep 17, 2024

Week 1 - setting up your goal was great. I think all the parts from week 2 were hilarious.

By 霜魂 华

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Sep 17, 2023

It very useful, I've learned various of experience in Deep Learning project of real world!

By Pratik M

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Jan 30, 2023

Probably the best course so far in the specialization. Can't thank the instructors enough!

By Juan D

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Mar 8, 2021

This is the GPS to travel the paths that take our deep learning projects to where we want.

By Feng T

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Mar 3, 2021

The content in this course can really help to start and improve a deep-learning algorithm.

By David E C G

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Oct 2, 2020

Genial, this course explain things that can be really useful for develop a ML application.

By Anubuti K

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Aug 17, 2020

l loved the course.I gained so much knowledge about the machine learning and its projects.

By A N M

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Aug 9, 2020

This course is awesome and quiz part is amazing and it is different from the other courses

By Adeel Z

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Aug 7, 2020

Bias or Variance? what to tune and why? A very interesting course to structure ML projects

By kevin k

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Jul 16, 2020

Amazing course! I wish all of my engineering classes had this kind of real world pro tips.

By Samarth G

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Jul 3, 2020

Fantastic Course... enjoyed the practical knowledge that Dr. Andrew gives in the videos...

By Jobin R

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May 23, 2020

an amazing course providing professional level insights on doing machine learning projects

By Reem

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Apr 26, 2020

Awesome to get all those tips and advice from someone with Dr. Ng's experience! Thank you!

By Tim W

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Dec 19, 2019

Thank Professor Ng for teaching us strategies that we could not learn from somewhere else.

By Dmitry S

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Oct 18, 2019

An extremely useful course that puts in place the best practices of ML project structuring

By ujjawal g

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Jun 11, 2019

This is a really god course that help us build models in real world by saving lot of time.

By Aniruddha S H

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Mar 23, 2019

Excellent course. Covers problems you your algorithm, how to identify them and solve them.

By Bogdan G

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Mar 12, 2019

Very useful course on how to treat train/dev/test sets, with very interesting assignments.