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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：

376 - Machine Learning in Production 的 400 个评论（共 580 个）

创建者 ZA D M

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Jul 19, 2021

Good course, easy to understand!

创建者 Parth D

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Jan 19, 2022

Best so far by Deeplearning.ai

创建者 Zhassulan S

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Aug 18, 2021

great course in intro for mlops

创建者 Sayantan S

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Aug 28, 2022

great landing course for MLOps

创建者 Maharib A

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Mar 7, 2022

Amazing I Like Feel Very Happy

创建者 Juan B G

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Apr 18, 2024

The teacher talks very clear.

创建者 Javier G R

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Oct 27, 2023

Me ha gustado mucho el curso.

创建者 Sarthak

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Apr 10, 2022

Great Explanation of Concepts

创建者 Santiago C V

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Jan 15, 2023

Andrew Ng is great as always

创建者 Harsh V

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Sep 21, 2021

Clearly explained everything

创建者 André S

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Sep 12, 2021

Solid and useful. Thank you!

创建者 Ivana L

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Dec 26, 2024

Excellent and very useful.

创建者 Vasyl L

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Feb 7, 2025

Valuable content! Thanks

创建者 shaalini . s

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Nov 1, 2022

very great certification

创建者 Mohammad A A

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Nov 29, 2023

شكرا stc شكرا coursera.

创建者 Quang H T

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Feb 16, 2023

This is a great course.

创建者 Mohammed A Q

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Sep 29, 2021

just one word. Awesome!

创建者 Eugene K

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Nov 10, 2024

Just excellent course!

创建者 Abhishek R

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Jul 15, 2024

Really well explained.

创建者 Kenneth N

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Jun 27, 2022

exceptional by andrew.

创建者 Vinit

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Jan 10, 2022

Very nicely explained

创建者 Deleted A

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Aug 18, 2021

Prof. Ng is the best!

创建者 Justin H

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Aug 3, 2023

Andrew Ng. The best.

创建者 Xuân B L

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Nov 2, 2022

Thank Andrew Ng much.

创建者 Brighter A

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Aug 6, 2022

top-notch training!!!