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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：

401 - Machine Learning in Production 的 425 个评论（共 579 个）

创建者 Aero

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May 30, 2023

A good introduction!

创建者 Rokib B

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Aug 26, 2022

very good, helpfully

创建者 Mustafa A

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Nov 4, 2021

Thanks! So inspiring

创建者 GEETIKA S

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Jul 22, 2021

very nice experience

创建者 Muhammad B

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Nov 24, 2023

exelenct experience

创建者 GUILLERMO R

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May 18, 2023

Excelent Course!!!!

创建者 Mukharbek O

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Aug 14, 2022

Great introduction.

创建者 li v

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Jul 14, 2022

very usefull for me

创建者 vijay n c

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Jul 27, 2021

very helpful course

创建者 Nikita a k

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May 31, 2021

it is a best course

创建者 Radhi Y

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Feb 22, 2025

I highly recommend

创建者 Elian B

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Jul 30, 2024

Very good insights

创建者 BIVI華

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Oct 16, 2022

Excellent course

创建者 AG

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May 6, 2022

excellent course

创建者 chandra /

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Feb 16, 2022

Very Informative.

创建者 Kasidej C

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Sep 24, 2021

Clear explanation

创建者 fatih a

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Jun 8, 2021

Thank you so much

创建者 husam h

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May 23, 2021

Seriously amazing

创建者 Mosaab E B

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Oct 24, 2024

Greate Course!!!

创建者 Daniel V

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Nov 27, 2023

Very good course

创建者 Noreen K

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Sep 23, 2023

great experience

创建者 Jaehee L

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Jan 8, 2022

very helpful!!!!

创建者 Rohan W

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Aug 9, 2021

Very informative

创建者 Tushar S

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Jun 9, 2021

Amazing Course!!

创建者 Miguel A

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Feb 2, 2022

Great insights.