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

4.8
stars
2,819 ratings

About the Course

In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the process 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 production engineering capabilities as well. Machine learning engineering for production combines the foundational concepts of machine learning with the functional expertise of modern software development and engineering roles to help you develop production-ready skills. Week 1: Overview of the ML Lifecycle and Deployment Week 2: Selecting and Training a Model 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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276 - 300 of 504 Reviews for Introduction to Machine Learning in Production

By aanand l

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Sep 29, 2022

Andrew Ng at his best !

Crisp and clear introducion

By Arunjith

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Sep 21, 2021

A lot of insights in a very short investment of time

By Amit U

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Jun 13, 2021

great learning ,thanks Andrew for such deep insight.

By Liang L

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Jun 12, 2021

Very useful systematic view of the whole ML process.

By Amirhosein S d

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Aug 5, 2022

such a wonderfull wih a lot of information to learn

By Anup K D

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May 13, 2022

Excellent to learn how to deploy a real ML system.

By Goga

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Feb 23, 2022

Learning from Mr Andrew Ng is MINING OF THE GOLD!!

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 R

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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.