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

4.8
stars
3,077 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 well. Machine learning engineering for production combines the foundational concepts of machine learning with the skills and best practices of modern software development necessary to successfully deploy and maintain ML systems in real-world environments. Week 1: Overview of the ML Lifecycle and Deployment Week 2: Modeling Challenges and Strategies Week 3: Data Definition and Baseline...

Top reviews

RG

Jun 4, 2021

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 14, 2021

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.

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301 - 325 of 542 Reviews for Machine Learning in Production

By Loc L

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Jan 8, 2022

Great course for introduction to ML in production

By Héctor L

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May 21, 2021

Amazing, invaluable knowledge as always. Thanks!

By Muhammad F

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Jan 22, 2024

Great source for initial stage learner of MLOps

By ArSlan M

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Feb 8, 2023

A great course for getting into field of MLOPS

By Parma R R

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Jun 9, 2022

Such a great course! Thank you Mr. Andrew Ng!!

By Patricio C

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May 23, 2021

A very good first course in this Specialization

By Arthur L K L

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Aug 24, 2021

add more animations would be better. Thankyou!

By Mouad L

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Dec 10, 2021

Andrew Ng is the best instructor in the world

By wendy

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Oct 2, 2021

Excellent !, easy to follow and practical ...

By kp

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Aug 1, 2022

Practical ML knowledge delived very clearly!

By BESTA K

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Jan 3, 2022

i know about this language is more knowledge

By Hieu D T

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Aug 14, 2021

Great work! Very informative and eye-opening

By Gaby S

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Feb 23, 2023

love it, thanks so much for the insights!

By Saad

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Jun 10, 2022

Thanks alot for such an awesome content.

By Meng C

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Jan 13, 2022

Nice intro building up the basic mindset.

By VARUN S

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Jan 13, 2022

very nice introductory course for mlops.

By fernandes m

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Sep 24, 2021

The first course of MLOps, and the best.

By S R

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Aug 1, 2021

Nice introduction ML production issues.

By Shreyas R C

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Jul 15, 2021

Great learning, thanks to Andrew Ng Sir

By Paresha U

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Aug 4, 2024

great insight from the course to learn.

By Paulo F S L

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Aug 1, 2021

Clear, objective and practical course!

By Albeiro E

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Jun 27, 2021

Amazing work, thank you DeepLearning.ai

By Kamal R

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Oct 12, 2021

Great Course. Well structured contents

By Ruan L D

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Jul 8, 2021

Great!! I love learning using examples

By Danylo P

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Jun 18, 2021

Much of useful information & insights!