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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
    50,080 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

    MG

    Mar 31, 2020

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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.

    JB

    Jul 2, 2020

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    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:

    1001 - 1025 of 5,740 Reviews for Structuring Machine Learning Projects

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    By Kishore K

    •

    Sep 18, 2018

    Though the course seems to be the SHORTEST, this is the most important one in the first three courses and the MUST one for the freshers in the field.

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    By Rishit C

    •

    Oct 25, 2020

    Very Interesting course and definitely held up to all the promises you made initially. intuition is key and it comes through this course. Thank you!

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    By Linda T

    •

    Feb 1, 2020

    I learned a lot of basic knowledge in ML; the teacher's beautiful voice and his diligent sharing information to our student, make me so appreciated

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    By Ulugbek D

    •

    Sep 9, 2019

    This course is a bit challenging, in a sense that it comes with complex content videos. The quizzes too are difficult but also I learned a lot from.

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    By Artem

    •

    Aug 15, 2018

    Really good general Machine Learning course focused on touching main challenges when building machine learning projects.

    Definitely worth your time!

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    By Masaki O

    •

    May 18, 2018

    This course is very important and practical. If you get this course, I think you can construct a deep learning system and debug it, then improve it.

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    By Diego A P B

    •

    Mar 6, 2018

    More theoretical than the other courses, but a great way to exercise the concepts and how to structure the project your application wishes to solve.

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    By Yi W

    •

    Sep 17, 2017

    The course is quite inspiring. It offers plenty of practical high-level ideas, strategies, and plans. The simulation questions are quite intriguing.

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    By Dominik K

    •

    Aug 17, 2017

    This course teaches useful concepts that are not mentioned in the university courses or popular textbooks. Moreover, the courseworks are insightful.

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    By Galib H K

    •

    Jun 20, 2020

    It's an awesome course. It's important to know how to structure a project and what should be the whole approach. And, This course covers just that!

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    By Regina V

    •

    Jun 15, 2020

    I like that it gives me the idea on some kind of framework to use when thinking on how to start and how to progress with a machine learning problem

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    By Amit K

    •

    Jun 12, 2020

    Great Course, got a in-depth knowledge of deep learning, now i got a better understanding how to approach a deep learning problem more efficiently.

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    By Navneet K

    •

    Apr 28, 2020

    I really enjoyes this course, tho it was theoretical but was quite intersting possibly due to variety of examples taken in this course.

    Thanks a lot

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    By aditya m

    •

    Mar 23, 2020

    It's a quality course with needful things to empower the beginners for making strategic choices while working on their ML project. Very insightful.

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    By Deleted A

    •

    Jan 29, 2020

    Good for the stage just after learning the basics of deep learning. Good for orienting myself confidently in a direction to solve problems with DL.

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    By Rahi A

    •

    Dec 24, 2019

    After study this course, many real world project related doubts have been cleared. It gives very concise and valuable information about ML project.

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    By Deepak R

    •

    Feb 15, 2019

    Learning the practical tips for implementing the DL algorithms and several ways for improving their efficiency through the best professor. Awesome!

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    By Jayatu S

    •

    Feb 3, 2019

    Another great course from Andrew Ng and the Team

    I tend to only work on the weekends and I can finish the lectures and assignments during that time.

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    By Mubashar N A

    •

    Jan 15, 2019

    very informative course on how to organize your project and use the datasets in a more efficient way and avoid strategies which waste time at start

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    By Mahmut K

    •

    Dec 10, 2018

    Useful course not only for deep learning but for other ML algorithms. Reviews issues that one needs to be careful about using statistical methods.

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    By 闫胤兆

    •

    Dec 6, 2017

    This course tells more method and more details to develop a NN to solve problems. It's really benifitial to know what DL is from the birth of a NN.

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    By Bahadir O

    •

    Oct 15, 2017

    Very practical course that explains a lot of rookie mistakes. I love how Prof.Ng makes everything magically easier to learn. He has a natural gift.

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    By 李俊宏

    •

    Sep 20, 2017

    This is really helpful for people who want to enter the area of deep learning. Andrew shared with us a lot of ideas, and structured it really well!

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    By Hamza J

    •

    Jun 1, 2020

    Excellent way of teaching the case studies really allowed to me think deeply about the topic and help to develop a good understanding of the topic

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    By Alex S

    •

    Mar 31, 2020

    I now have a better qualitative approach to solving the ML problems and also come up with effective strategies to improve my overall skills in DL.

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