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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

TG

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.

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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2201 - 2225 of 5,718 Reviews for Structuring Machine Learning Projects

By Ali n

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Jan 2, 2021

Best for my foundation of Structuring data and bias and variance trade-off

By Ari W R

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Aug 24, 2020

That is a fantastic course for about structuring machine learning project!

By Ruslan T

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Jul 18, 2020

An amazing course for everyone who works in ML and wonders to do it better

By Manikanteswar

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Jun 12, 2020

The way you are teaching to the students is amazing and unforgettable.

By Carlo C

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May 23, 2020

As always, maximum vote. Super clear and interesting and useful! Thanks!!!

By qiaojiaxin

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Mar 26, 2020

Very nice ，if there will be more programming exercises，it will be perfect.

By Amandeep S B

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Feb 20, 2020

Andrew Ng is a superhero of Deep Learning.

My dream is to meet him one day.

By Romain G

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Nov 5, 2019

Great to think clearly about what the bottlenecks are and what to do next.

By Mich Z

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Jul 16, 2019

many useful strategies can adopt to solve problems. really amazing course!

By Rajesh S

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Sep 28, 2018

case study and more real world problems mentioned in the lectures are good

By Andrei K

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Sep 13, 2018

Good and very useful summary of best practices in structuring ML projects!

By Juan V

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Jun 24, 2018

Great course. Lots of knowledge acquired, on an easy step-by-step process!

By yuan j

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Nov 20, 2017

I learnt how to proceed a machine learning project in this amazing course

By Tianwen L

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Oct 8, 2017

It's very exciting to have such practical advice, it's awesome. Thank you.

By Grant H

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Oct 1, 2017

Continues the high quality of courses in the Deep Learning specialization.

By Tyler M

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Sep 23, 2017

Excellent introduction to the process of creating and evaluating projects.

By Marek O

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Aug 18, 2017

I personally found the material very useful for my work. Thank you Andrew!

By Bimarsha K

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Jun 1, 2022

Small details are explained well which we could not found anywhere else.

By Yujiang W

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Dec 19, 2021

As a Master student in AI program in JHU, I feel this course very useful!

By Fabricio A

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Apr 24, 2021

The best and most practical knowledge of the five specialization courses.

By Carlos S V A

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Aug 28, 2020

Muy interesante, ayuda bastante si estás trabajando en un proyecto de ML.

By Dileep K

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Jun 5, 2020

It was really good to learn proper methodology of deep learning projects.

By Mohamed A M

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May 20, 2020

Always feeling excited with the knowledge provided in this specialization

By KHALED N

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Apr 27, 2020

really , i gain a lot of information and strategies to handle my projects

By Deepak S

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Apr 13, 2020

Have learnt a load of tactics to sharpen my AI sword :)

THANK YOU SO MUCH!