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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：

351 - Machine Learning in Production 的 375 个评论（共 580 个）

创建者 Vinayak G

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Jul 25, 2023

Excellent course and study materials.

创建者 András B

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Jun 26, 2023

Excellent course, highly recommended!

创建者 Xristos G

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Dec 30, 2022

Very good advices for AI projects!!!!

创建者 Saumya S

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Feb 9, 2022

Requires basic knowledgo of ML and DL

创建者 Kiran K

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Jul 7, 2021

The Course is good, but total theory,

创建者 François R

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May 8, 2023

Excellant overview of the ML process

创建者 Sanghavi V

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Feb 23, 2023

Great start for MLops understanding!

创建者 elnur

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Dec 8, 2021

one of the greatest courses on MLOPs

创建者 Kostas C

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Oct 12, 2021

Great course as always from Andrew!!

创建者 Alberto L

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Feb 26, 2023

This course has a very good content

创建者 Gustavo A

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Jan 31, 2022

well paced and complete material :)

创建者 Khaerul U

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Dec 23, 2021

very very insightful! Thanks Andrew

创建者 MALEK B

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Jul 1, 2021

In a simple word A mindset changer.

创建者 Daniel N

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Jun 15, 2021

A great and helpful course to take!

创建者 Eliah M

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Jun 4, 2021

Awesome content, easily understood.

创建者 amadou d

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May 17, 2021

Excellent as always with Andrew!!!!

创建者 Aldo G N

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May 27, 2024

Corso esaustivo e ricco di esempi.

创建者 Shames Y

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Nov 7, 2023

Enjoyed every bit of this course.

创建者 Sardar M S

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Oct 2, 2022

Best Course about MLOPS beginners

创建者 Manuel T V

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Apr 3, 2022

Great and teach concepts clearly.

创建者 Melanie J B

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Sep 16, 2021

Informative and enjoyable. Thanks.

创建者 Md T H

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Jan 9, 2024

The topic was clearly explained.

创建者 oyenola p

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Nov 4, 2022

Great course by Doctor Andrew Ng

创建者 Otávio G

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Feb 20, 2022

Excelent introduction to MlOps!

创建者 Gourav S

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Aug 10, 2021

As always Andrew at his best :)