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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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3,352 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

PR

May 24, 2021

This course helped me to organize my knowledge, and showed the questions that I should regullarly ask to either technical, or business teams to create valuable AI-based product

筛选依据：

426 - Machine Learning in Production 的 450 个评论（共 580 个）

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.

创建者 zahra e

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Jun 8, 2025

perfect course

创建者 boutelis m

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Aug 10, 2024

Amazing course

创建者 Alessandro L

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Jun 7, 2022

Great course!

创建者 Andrey M

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Apr 21, 2022

good intro!!!

创建者 Tuan L

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Jul 31, 2021

Thanks for the

创建者 Enrique A

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May 28, 2021

Thank Coursera

创建者 Miguel O R

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Jan 10, 2025

Great course!

创建者 Salih S

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Oct 1, 2024

It is perfect

创建者 NIKHIL M H

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Mar 27, 2024

Good learning

创建者 Sandeep K

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Feb 20, 2023

Great helpful

创建者 Roberto A

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Jul 12, 2022

Great course!

创建者 Aya A

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Jun 27, 2022

was very good

创建者 Jacó J

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Feb 23, 2022

Great course!

创建者 Aeon O

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Dec 23, 2021

Great course

创建者 Shan-Jyun W

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Aug 31, 2021

Great course!

创建者 Viktor K

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Aug 2, 2021

Wonderfull!!!

创建者 Rafa G G

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Jul 23, 2021

Nice and fast

创建者 Diyako S

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Jul 20, 2022

great course

创建者 Serhan Ç

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Aug 2, 2021

Sensational!

创建者 Shah F

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May 3, 2025

Best course

创建者 Jonathan P O

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Jun 29, 2024

Good course

创建者 Muhammad F

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Jul 22, 2023

nice course

创建者 Yasir M

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Jul 6, 2023

good course