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    Back to Machine Learning in Production

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

    Filled StarFilled StarFilled StarFilled StarFilled Star
    4.8
    stars
    3,236 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:

    551 - 561 of 561 Reviews for Machine Learning in Production

    Filled StarFilled StarFilled StarStarStar

    By محمد ا

    •

    May 19, 2023

    the course was full of videos without practice

    Filled StarFilled StarFilled StarStarStar

    By Leandro K d O

    •

    Jun 13, 2021

    I wish we had more practical exercises

    Filled StarFilled StarFilled StarStarStar

    By enrico s

    •

    Jan 2, 2025

    too high level and really basic

    Filled StarFilled StarFilled StarStarStar

    By SRIKANTH M

    •

    Sep 7, 2021

    its very good experience

    Filled StarFilled StarFilled StarStarStar

    By Gal H

    •

    May 7, 2024

    tensorflow..

    Filled StarFilled StarStarStarStar

    By Tman

    •

    Apr 4, 2023

    Well, I am a big fan of Andrew Ng, his initial ML course is what kickstarted my career change from a computer scientist to an established data scientist, I quite liked the Deep Learning Specalization, but this course is absolutely not what I hoped it would be. Explaining what a confusion matrix is in an MLOps course? Explaining precision, recall and F1 score? Come on. That is not content I want to hear about when paying for an MLOps course. Data augmentation and feature engineering? Also, not MLOps topics. A lot of important topics are briefly discussed, but not in detail. Quite a bit of content is rehashed from the Deep Learning Specalization. Good content, but this course is not the right place for that.

    Filled StarFilled StarStarStarStar

    By Matthieu G

    •

    Feb 28, 2024

    I was quite disappointed, as it feel that this 1 week course could have been summarised in a 15min article: there are a lot of generalities, repetitions... and no hands-on assignments where you are effectively expected to code something (which is, to my point, fundamental to get something of ML mooc).

    Filled StarFilled StarStarStarStar

    By Henrikas G

    •

    Apr 19, 2025

    Weaker course form Andrew Ng. Content feels stretched out and too basic. I've expected more concrete ML Ops knowledge Delivery is still great as always.

    Filled StarFilled StarStarStarStar

    By Shahzad H

    •

    Jul 11, 2023

    We need more practical graded exercise lab to hone our technical skills, the labs in most cases are easy and not job specific

    Filled StarStarStarStarStar

    By S. H

    •

    Aug 19, 2024

    Coursera refuses to issue the specialisation certificate even though I spent over 300 euros and completed all courses. If I was told this beforehand, I would not spend anything on the course. The customer support team has not been helpful.

    Filled StarStarStarStarStar

    By Youssef A

    •

    Dec 10, 2022

    too much theory, the course could include some lab practices and be more fun and memorable

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