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    Back to Machine Learning in Production

    Learner Reviews & Feedback for Machine Learning in Production by DeepLearning.AI

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    4.8
    stars
    3,243 ratings

    About the Course

    In this Machine Learning in Production course, you will build intuition about designing a production ML system end-to-end: project scoping, data
    needs, modeling strategies, and deployment patterns and technologies. You will learn strategies for addressing common challenges in
    production like establishing a model baseline, addressing concept drift, and performing error analysis. You’ll follow a framework for developing,
    deploying, and continuously improving a productionized ML application. Understanding machine learning and deep learning concepts is
    essential, but if you’re looking to build an effective AI career, you need experience preparing your projects for deployment as...
    ...

    Top reviews

    RG

    Jun 5, 2021

    Filled StarFilled StarFilled StarFilled StarFilled Star

    really a great course. It'll really change your way of thinking ML in production use and will help you better understand how can you leverage the power of ML in a way that I'll really create a value

    DT

    Aug 15, 2021

    Filled StarFilled StarFilled StarFilled StarFilled Star

    Excellent course, as always. Very well explain for both Data Sicientist, Software engineer and Manager (with some basics undertsanding of ML). One of these courses that Data Sientist should follow.

    Filter by:

    101 - 125 of 563 Reviews for Machine Learning in Production

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    By Pratyush M K

    •

    Jan 9, 2023

    Excellent course! Andrew Ng is an exceptional human being. His teaching skill are impeccable and you as a student actually are interested in what he's telling you and learn more.

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    By Di W

    •

    Feb 13, 2022

    Wonderful and practical MLOps introductory Materials. Very systematic and useful! Always appreciate Dr. Ng uses the most easy to understand language to explain difficult problems

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    By Ilce M

    •

    Jun 21, 2021

    I would recommend this course to anyone who has to implement models in production. It is an introductory course but it does have a few key concepts that are good to keep in mind.

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    By Muhammad I K

    •

    Apr 17, 2022

    An excellent start for becoming a Machine Learning Engineer where one learns about the complete lifecycle of a machine learning project from scoping to deployment to monitoring.

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    By Edi W

    •

    Nov 16, 2024

    I learned many new perspective on how I can build my machine learning product and some pitfalls that could happen. It gives me fundamental on how do I design my product better.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Pawel R

    •

    May 25, 2021

    This course helped me to organize my knowledge, and showed the questions that I should regullarly ask to either technical, or business teams to create valuable AI-based product

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Jungwei F

    •

    Jun 13, 2021

    The course helped both validate what I knew about the topic and update me about many new trends/tools via high quality references + first hand experences from the instructor.

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    By Furkan T

    •

    Jul 2, 2022

    I think this course is great. I started to understand the importance of a data-centric approach. Thank you for everything Prof. Andrew. I can't wait to start the next course.

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    By Christian L C C

    •

    Jun 14, 2022

    A course that extends your vision about machine learning in production and helps you to understand that training a model and getting it with a good accurate is not enough

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Daniel H G

    •

    Aug 31, 2021

    Excellent course, you learn about the fundamentals of MLOps. A recommended course if you want to understand the life cycle of a Machine Learning algorithm in production.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Amritesh K

    •

    Jun 12, 2024

    I learnt a lot of things in this course and I highly recommend everyone to take this course as some concepts are very important that can even help you in your practice.

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    By Stefano D P

    •

    Feb 19, 2022

    Concise and straight to the point! It is a good and broad introduction to the topic. I'm confident it has prepared me well for the next course of this specialization.

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    By sadashiv b

    •

    Oct 24, 2021

    This course is fantastic. Exceptionally well understanding of all the fundamental concepts required. Many issues that one would not have considered are well-covered.

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    By Ratha P

    •

    Aug 3, 2021

    A great course that Andrew provided to fill the gap between machine learning/AI in academia (model-centric approach) and industry production (data-centric approach).

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    By Rodolfo T

    •

    Mar 2, 2022

    Great course with wise tips and insightful recommendations. I'll get to provide more value to the machine learning projects I'll have be involved after this course.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Bradley E

    •

    Jan 18, 2024

    Andrew Ng just has this unique blend of business wisdom, practical knowledge, and of course, epic theoretical knowledge. Can't beat the value of learning from him.

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    By Will G

    •

    Apr 7, 2022

    This course helped me land my first job as a data engineer. I am very glad to be a participant and student of Andrew Ng. I can't wait to finish its specialization.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Nikki A

    •

    Jan 11, 2022

    Very well explained, Andrew Ng does a great job as always summarizing complex subjects in easily digestible lectures. A lot of thought went into this course

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Martin T

    •

    Dec 2, 2021

    Very useful discussions and views. Great reflections on the value of data in the full ML cycle and the real challenges of putting a ML system in production.

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    By Oscar C M

    •

    Nov 8, 2022

    A very comprehensive and clear course. Good concepts about machine learning applications and how conceiving academic and industry ML pipeline and scope.

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    By Kattson B

    •

    Aug 15, 2022

    It's just amazing!!

    It covers a lot of concepts and practices of developing and deploying ML systems.

    But we have a plus: tips from Andrew Ng experience.

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    By Arthur B G

    •

    Apr 3, 2024

    The course went way beyond what I was expecting to learn. Andrew gives great advice on the role of a machine learning engineer as part of a business.

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    By Silviu T M

    •

    Aug 28, 2023

    Really nice course, i really enjoyed all DeepLearning courses till now, helped me re-insure myself and also for a better organization of my projects.

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    By Khanh T

    •

    Jul 12, 2022

    Very informative even if with some-experienced data scienctist. I but sill strong recommend to put the lab as compulsory since they're really helpful

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Atul P

    •

    May 17, 2022

    Really really worthtable to watch this and you will learn like actual practical knowledge which we used to follow in real world buisness ML problems.

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