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

4.8
stars
49,970 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 m...
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Top reviews

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.

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!).

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1276 - 1300 of 5,727 Reviews for Structuring Machine Learning Projects

By George T

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Dec 17, 2017

It will be nice that, after the quiz is passed, correct answers along with explanations will be provided for all questions.

By Arun Y

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Oct 24, 2017

This course made me more skillful in deciding the factors to improve the performance of my model without wasting much time.

By Vincent L

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Aug 26, 2017

Very useful to have clear guidelines to deal with datasets, how to synthesize them eventually and clarify transfer learning

By Nnaemeka N

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Mar 22, 2023

This course has given me the tools I need and has given me the confidence I need, to take on any machine learning project.

By v n k

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Jul 30, 2021

This course gives you immense knowledge, regarding all the strategies that are required to, make a ML project successful.

By S M

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May 1, 2021

Great course! A quick way for getting direction, tips and tricks when trying to work through machine learning problems. :)

By Pratik U

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May 17, 2020

it was a great learning experience . the questions in the quiz were quite detailed and tested every aspect of our learning

By Kartikeya G

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Apr 5, 2020

This part of Deep Learning Specialisation is very helpful because this help us in resolving our problem related to dataset

By Sumedh K

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Jul 14, 2019

Amazing tips and tricks to fine tune and improve the Machine Learning models. And as always Andrew Ng does not disappoint.

By Damianos M

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Mar 11, 2019

Very interesting course!! It had many practical and important insights to deploy deep learning for real-life applications!

By alrojas68

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Nov 28, 2018

Very useful aproach to think about my next project on the ML Industry. I can see saving me a lot of time during a project.

By Yan-Jen H

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Sep 9, 2018

Great course!! Very useful tips for analyzing the model, and can find the more promising directions to optimize the model.

By Pavel K

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Mar 3, 2018

I expected more practical exercises. The "Course 3" ended up more theoretical than practical. Maybe I'll rewatch it later.

By Prasanna K

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Nov 25, 2017

Awesome course. Videos, Notes and Assignments really solves the purpose. Looking forward to do more courses from the team.

By Achen

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Oct 28, 2017

Useful_knowledege_and_rarely_taught_in_other_books/blog/college_classes_(Somehow_I_can't_type_spaces_in_this_comment_zone)

By Derek H

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Jul 18, 2020

This course has been useful for me immediately in the workplace, for getting things done and showing results for my work.

By Zobov S

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Jul 3, 2020

Also the amazing course from specialization. A tad less exciting than previous ones, but still very useful and practical.

By shubham k

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May 31, 2020

This course is excellent. It clears all the concepts from scratch. Thank you Andrew ng for giving such wonderful content.

By Ankush P

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May 29, 2020

A must-do course for anyone who is looking to participate in a competition or creation a model for real-world application

By Prosenjit C

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Sep 15, 2019

Great course, helped me to really understand the details on how a Deep Learning Project should be executed at every step.

By Abhishek B

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Sep 4, 2019

As always, great work by Andrew and team. Got to know many new concepts like Multi-task learning and end-to-end learning.

By Milos V

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Jul 30, 2019

Andrew was on the top level as usual. Just for somebody interested in more of such advice: look at his "ML Yearning" book

By punit v

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May 24, 2019

By attending these lectures years of learning which only could have possible with experience can be learned in few hours

By Jiayang T

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Apr 19, 2019

As a new grad job seeker, this class is important for my career thought it's high unlikely be asked in the job interview.

By Utkarsh G

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Dec 19, 2018

In this course, you will get the knowledge that no one teaches you, that is how to make models in the most efficient way.