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

4.8
stars
49,929 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

JB

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!).

AM

Nov 22, 2017

I learned so many things in this module. I learned that how to do error analysys and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

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1651 - 1675 of 5,724 Reviews for Structuring Machine Learning Projects

By Rakibul H R

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Sep 16, 2022

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

By Joaquin G

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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.

By Lambertus d G

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Nov 2, 2020

Good insights in setting up ML projects, setting the target and deciding on what structures to use

By Alejandro N

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Sep 22, 2020

I loved it. This is knowledge that I could actually have never gotten so clear without the course.

By Sarith D M

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Jul 12, 2020

Thank you Professor Andrew Ng and teaching assistants Younes Bensouda Mourri and Kian Katanforoosh

By Kiran U K

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Apr 18, 2020

This course was really helpful. I rarely found this kind of course in internet but is very useful.

By Bamory K

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Apr 14, 2020

Really helpful pratical advices. Every video is worth watching, I definitey recommend this course.

By Subhodip B

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Mar 18, 2020

Very vital for real-life deep learning projects! Teaches subtle nuances that take years to master.

By 薛正坤

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Feb 20, 2020

The teacher's explanation has benefited me a lot. I am very grateful for the teacher's instruction

By Luis M

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Feb 16, 2020

Very helpful to understand different options to progress improving your solution of deep learning.

By Sadam H

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Dec 14, 2019

I learned a few useful insights that might do me good in my current ongoing and upcoming projects.

By Hossein E Z

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Jul 25, 2019

This course would be so useful for me on tuning and editing models I will make and improve. Thanks

By Rajnish K

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May 30, 2019

this course is good for building foundation and start a career in data science and computer vision

By Rory M

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Apr 1, 2019

Great course - it was a nice change of pace to have a higher-level view of the processes involved.

By Sahil K S

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Mar 17, 2019

This Course Exceptionally well for Students who eagerly wants to pursue in Machine Learning Field.

By Ivan T

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Sep 15, 2018

Superb course. Really practical knowledge that normally isn't taught at schools or online courses.

By Fredrick H

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Aug 18, 2018

Excellent practical aspects of ML development. Flight simulator exam strategy was very effective.

By Wang J

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Jul 19, 2018

The content of this sub-course is very nice, and I have learned some practical engineering skills.

By Kostas T

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Jun 16, 2018

Great course! Very practical and a great resource for becoming a machine learning product manager.

By Rajesh K V

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Jun 7, 2018

Excellent way of learning for structured Machine Learning to lead the team of Machine Learning/ AI

By Mischa L

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Feb 10, 2018

Very nice and informative, but, as pointed out but others, w/o homework assignments it is less fun

By Eric D D

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Dec 26, 2017

All the fine tuning details, only experience brings are taught in a very simple and clear manner !

By Ekaterina T

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Nov 8, 2017

A great class. Can be very useful also for managers of ML teams. No programming experience needed.

By Jacob V

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Nov 2, 2017

Yet another great course by Andrew! It would be very helpful for people like me in the industry :)

By Bruno L

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Sep 23, 2017

Really well structured course with very useful insight on how to setup a machine learning project.