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学生对 DeepLearning.AI 提供的 Machine Learning in Production 的评价和反馈

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3,329 个评分

课程概述

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...

热门审阅

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.

筛选依据：

301 - Machine Learning in Production 的 325 个评论（共 579 个）

创建者 Trung P L

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Jul 21, 2022

Very useful course, special thanks to teacher Andrew NG

创建者 Biju K

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Jul 23, 2021

One can gain a lot of benefit from Andrew's experience.

创建者 Nikunj

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May 20, 2021

Awesome Course. Will surely help me in the near Future.

创建者 prajwal c n

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Sep 29, 2022

Awesome. Mr. Andrew is damn good and so his content.

创建者 Rémi M

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Jun 21, 2021

Robust and efficient frameworks to conduct ML projects

创建者 Jitendra S

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Jun 3, 2021

Excellent piece of work . Many Thanks to Mr. Andrew Ng

创建者 Alex D

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Dec 20, 2021

Great course!

Really useful if you are a ML engineer

创建者 Jitender S V

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Jul 19, 2021

Thank you for this awsome course. Learned so much :)

创建者 Ibrahim A G

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May 26, 2023

I think it's a great course with an excellent tutor.

创建者 Jefferson J A E

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Mar 14, 2023

Invaluable consejos desde la experiencia, muy bueno!

创建者 aanand l

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Sep 29, 2022

Andrew Ng at his best !

Crisp and clear introducion

创建者 Arunjith

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Sep 21, 2021

A lot of insights in a very short investment of time

创建者 Amit U

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Jun 13, 2021

great learning ,thanks Andrew for such deep insight.

创建者 Liang L

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Jun 12, 2021

Very useful systematic view of the whole ML process.

创建者 Amirhosein S d

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Aug 4, 2022

such a wonderfull wih a lot of information to learn

创建者 Mahir P

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Aug 25, 2024

Learned a lot, very much unique course in AI field

创建者 Anup K D

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May 13, 2022

Excellent to learn how to deploy a real ML system.

创建者 Goga

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Feb 23, 2022

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

创建者 Loc L

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Jan 8, 2022

Great course for introduction to ML in production

创建者 Héctor L

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May 21, 2021

Amazing, invaluable knowledge as always. Thanks!

创建者 Muhammad F

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Jan 22, 2024

Great source for initial stage learner of MLOps

创建者 ArSlan M

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Feb 7, 2023

A great course for getting into field of MLOPS

创建者 Parma R R

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Jun 9, 2022

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

创建者 Patricio C

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May 23, 2021

A very good first course in this Specialization

创建者 Arthur L K L

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Aug 24, 2021

add more animations would be better. Thankyou!