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    Back to Structuring Machine Learning Projects

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

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    4.8
    stars
    50,043 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...
    ...

    Top reviews

    WG

    Mar 19, 2019

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    Though it might not seem imminently useful, the course notes I've referred back to the most come from this class. This course is could be summarized as a machine learning master giving useful advice.

    JB

    Jul 2, 2020

    Filled StarFilled StarFilled StarFilled StarFilled Star

    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!).

    Filter by:

    1676 - 1700 of 5,736 Reviews for Structuring Machine Learning Projects

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    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

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    By Eric D D

    •

    Dec 26, 2017

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

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Ekaterina T

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    Nov 9, 2017

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

    Filled StarFilled StarFilled StarFilled StarFilled Star

    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 :)

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    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.

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    By Igor P

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    Sep 15, 2017

    The "simulator" is a great way to learn and to force you thinking before submitting to the grader.

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    By Laam P

    •

    Aug 18, 2017

    Fantastic course, I love the way Andrew construct the story and context to apply ML in real world.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Juan E H

    •

    Jul 8, 2024

    Excelent Course, in control and leadership ML Projects from a technical perspective of evaluation

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Alon H

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    May 11, 2022

    I think this is a very important cours with a potential to save a lot of time for AI developres.

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    By Dương Đ N

    •

    Feb 5, 2021

    This is the best course out of five courses since It does not focus on math or formulas in detail

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Georges B

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    Aug 30, 2020

    Very instructive guidelines for structuring ML projets and Andreew Ng is excellent in teaching it

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Isha S

    •

    Jul 15, 2020

    Very different from what is available on the internet and exactly what I was looking for! Cheers!

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By CHRISTIAN K

    •

    Jun 16, 2020

    Excellent! Very through and detailed course presented in a very a insightful and interesting way.

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    By Filipe C d L D

    •

    Jun 10, 2020

    Excelente curso para você entender como funciona questões práticas dos projetos de Deep Learning.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Ukachi O

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    May 10, 2020

    Very informative especially in planning strategies in the development of machine learning models.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Andrew C

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    Jan 30, 2020

    There is no project in this course, but I've learned some strategy, which is really helpful, too.

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    By Sen C

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    Dec 24, 2019

    This course really is wonderful in the sense that it gives a proper direction to the ML projects.

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    By Dejan D

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    Oct 9, 2019

    I really enjoyed this course... I learned how to make strategies while solving real-life problems

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Anuj D

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    Jun 19, 2019

    Great course that gives practical tips on making AI models. The simulator exercises are nice too!

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Vaibhav K

    •

    May 28, 2019

    The course gives a nice overview of the problems one could encounter when working on ML projects.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Saurabh S

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    Apr 8, 2019

    Really helpful course. Lots of information on how should you drive your machine learning project.

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    By Raivis J

    •

    Mar 1, 2019

    A guided coding exercise that actualy models the "simulator" scenarios would also be interesting.

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    By Kirk B

    •

    Jan 17, 2019

    Andrew Ng is hands down the best teacher in this space. Excellent lectures and a well run course.

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    By Yuqing Z

    •

    Jan 8, 2019

    Take this course to guide you in the process of tuning parameters and splitting data sets wisely!

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Chenguang L

    •

    Nov 5, 2018

    Pretty good overview, some knowledge not only for deep learning but for all algorithm developers.

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