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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：

326 - Machine Learning in Production 的 350 个评论（共 579 个）

创建者 MiX_

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Feb 7, 2025

A complete useful course with a great teacher

创建者 Mouad L

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Dec 10, 2021

Andrew Ng is the best instructor in the world

创建者 wendy

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Oct 2, 2021

Excellent !, easy to follow and practical ...

创建者 Pankaj K

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Aug 1, 2022

Practical ML knowledge delived very clearly!

创建者 BESTA K

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Jan 3, 2022

i know about this language is more knowledge

创建者 Hieu D T

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Aug 14, 2021

Great work! Very informative and eye-opening

创建者 Gaby S

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Feb 23, 2023

love it, thanks so much for the insights!

创建者 Saad

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Jun 10, 2022

Thanks alot for such an awesome content.

创建者 Meng C

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Jan 13, 2022

Nice intro building up the basic mindset.

创建者 Puspa k o

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Apr 19, 2025

a great course to start about MLOPS with

创建者 Robert M

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Jan 1, 2025

Machine learning with AI is very helpful

创建者 VARUN S

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Jan 13, 2022

very nice introductory course for mlops.

创建者 fernandes m

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Sep 24, 2021

The first course of MLOps, and the best.

创建者 S R

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Aug 1, 2021

Nice introduction ML production issues.

创建者 Shreyas R C

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Jul 15, 2021

Great learning, thanks to Andrew Ng Sir

创建者 Anuj S

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Jan 21, 2025

I lIked This Course It Is Very Helpful.

创建者 Paresha U

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Aug 4, 2024

great insight from the course to learn.

创建者 Paulo F S L

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Aug 1, 2021

Clear, objective and practical course!

创建者 Albeiro E

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Jun 27, 2021

Amazing work, thank you DeepLearning.ai

创建者 Heshini A

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Jun 7, 2025

Practical points are brought to light.

创建者 Kamal R

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Oct 12, 2021

Great Course. Well structured contents

创建者 Ruan L D

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Jul 8, 2021

Great!! I love learning using examples

创建者 Danylo P

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Jun 18, 2021

Much of useful information & insights!

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!