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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:

    751 - 775 of 5,736 Reviews for Structuring Machine Learning Projects

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    By Piyush M

    •

    Dec 1, 2017

    The course is well structured to understand how to go through a systematic process and make your Machine Learning Projects get pretty fast at learning. Awesome Work as usual. :)

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    By Vladimir V

    •

    Oct 11, 2017

    Very useful discussions that most likely you won't find in any other setting except perhaps if you work in a company actually deploying machine learning products. Thanks Andrew!

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    By Khurram S

    •

    Sep 22, 2017

    A course with excellent contents. This course contains DO and DON'T of Artificial Neural Network (ANN). Without these Do and Don't, one would mess up with ANN. Thank you Andrew.

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    By Michael R

    •

    Jul 16, 2021

    This course is probably the most efficient day and a half I have spent in my deep-learning learning journey as far as increasing my confidence and effectiveness as an engineer.

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    By SANTHOSHKUMAR P

    •

    Jun 16, 2020

    I have learned so much of concept in the structuring of machine learning projects and very awesome two case studies, clear cut of concepts of end to end deep learning approach.

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    By Ayush G

    •

    May 24, 2020

    A good course providing you a platform to actually experience what it is like to design an ML/DL project and iterate through lots of training. I found the quizzes very helpful.

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    By AKSHAY K C

    •

    Feb 15, 2020

    Truly a great course by the instructor and his team. These real-life problems are certainly not taught anywhere. Kudos to instructor and team for delivering such a good course.

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    By Willismar M C

    •

    May 22, 2018

    Very nice subject about how to structure and focus on the project and the objective and don't let the misleading data to diverge from that. I really enjoyed every detail of it.

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    By Shaw L

    •

    Aug 29, 2017

    More general topics. Easier than the previous two courses. Without practical experience in the field, it's difficult to claim right now how much I'll benefit from it in future.

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    By Mazen S

    •

    Jun 22, 2020

    This course gave me a chance to learn how a ML process is carried out from the beginning ,and focusing on the intution rather than the maths is also necessary for ML engineer.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Yogesh S

    •

    Jun 9, 2020

    नमस्ते अण्ड्रु जी, आपका बहुत बहुत धन्यवाद। आप एक महान व्यक्ति है हमारे लिए। आपके द्वारा कृत ये पाठ्यक्रम से मैंने बहुत दुर्लभ जानकारी और विचार सीखें। जीवनभर आपका आभारी रहुंगा।

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By s d

    •

    Mar 27, 2020

    An essential part is covered in this specialization,i.e Error Analysis and Model's different kinds of learning techniques with very practical case studies are so much helpful.

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    By Sam L

    •

    Jan 10, 2020

    This course is a most for everyone who want to work in this field. Great content! Helps you to take the shortest (and correct) way... Thanks a lot Mr Ng for this great course!

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    By Joao N

    •

    Nov 11, 2019

    Good coverage of the mindset required to start and to critically evaluate other projects. Both assignments were extremely useful since they actually portrayed real situations.

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    By Sylvain L

    •

    Aug 24, 2019

    Excellent course on practical considerations of working on a real machine learning project. I believe that this material could save a lot of wasted efforts on future projects.

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    By Etienne R

    •

    Nov 5, 2017

    Priceless material in a world full of tensorflow/scikit learn which done all the hard programming job for you ! A focus on the feeling/expertise of a machine learning project.

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    By Mike W

    •

    Feb 17, 2024

    This is an excellent course, there are many ideas and technologies introduced that help get a better understanding of the practical engineering practices of machine learning.

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    By Rui X

    •

    Jun 7, 2021

    I like the course very much because it shows lots of real issues when work in practice, and tells clearly how to solve these issues. Also the flight simulator is very useful.

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    By Ramon S

    •

    May 20, 2021

    Fantastic course! This will save me so much time when implementing my own deep learning models, as I can now easily identify what to work on to improve my models performance.

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    By Leonardo F M

    •

    May 12, 2021

    Excellent. This course simply blows my mind with how much precise information on deep learning subtleties, deep understanding, and practical clues it can cover. Thanks a lot.

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    By Vinod V

    •

    Jan 24, 2021

    I loved the real world problems in the quiz, that ML scientists will face in the future. I feel this course is made to genuinely learn rather than give people certificates :)

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    By Rishabh M

    •

    May 10, 2020

    This is really a great course . Now i have insights of real world data science projects and knowledge of prior steps to take to improve my model in most efficient way

    Thankyou

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    By Shivanshu P

    •

    Apr 30, 2020

    Amazing Insights! Loved every second of the course. Actually, these are the issues I have actually faced in my small professional career and this course really did help a lot

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By YeongHyeon P

    •

    Mar 17, 2020

    This course gives me an insight into the machine learning techniques. Especially, many videos of this course deal with how to handle the dataset for improving ML performance.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Sebastiano B

    •

    Oct 21, 2019

    This course gives a bird's eye view of a ML project ABSOLUTELY needed in a Production environment or consultancy. Maybe this one could be the first or second course overall..

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