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学生对 DeepLearning.AI 提供的 Machine Learning in Production 的评价和反馈

4.8
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:

176 - Machine Learning in Production 的 200 个评论(共 579 个)

创建者 Olaf S

Sep 18, 2021

The short videos made it easy to work through it fast. In addition the optional-lab tasks were really awesome.

创建者 Mark S

Dec 6, 2022

Excellent course that covers the most important fundamental ideas. Violate these guidelines at your own risk.

创建者 Dao M D

Sep 2, 2021

Great course for people who want to get the idea of putting Machine Learning notebooks' code into production!

创建者 Kacper T

Jun 6, 2021

Clear and concise. The lecturer approaches the subject with objectivity but also with immense passion for it.

创建者 Sushant B

Nov 13, 2021

it was an awesome introduction to an important part of AI/ML that is going to decide the future of the field

创建者 Mahtab N S

Oct 11, 2021

This course opened my eyes on how to tackle any AI projects in a business environment. Thanks a lot Andrew!

创建者 Yudhik A

Feb 16, 2024

The course had a decently big horizon and it helped me identify where I want to invest more time learning.

创建者 Matthew Z

Nov 4, 2022

This course should be a must for every Machine Learning Engineer and Applied Scientist! AN ABSOLUTE MUST!!

创建者 Zanuar E R

Jul 25, 2021

Great explanation from this course, now I know how to develop a machine learning problem for productivity.

创建者 Sri V D

Jan 5, 2023

Very good introduction to ML Ops for the Data Scientists, to understand requirements of the real world.

创建者 Ibrahim G

May 21, 2022

This was a really good introduction for systemetic and production level approaches for machine learning.

创建者 James G

May 20, 2022

Another top course by Andrew NG. Provided a great overview of the process of putting ML into production.

创建者 stephane d

Jun 15, 2023

A very great course as usual from Andrew.

It is very important to consider the real world of industries.

创建者 Jonah M K

Jun 30, 2021

Great course on the introduction of ML in production. Well presented and useful background information.

创建者 Marija M

Jul 12, 2021

Beautiful and inspiring overview of hows and whys in any AI project, with hands-on notebook examples.

创建者 Salem S

May 28, 2022

As always thank you soo much Andrew NG for Making knowledge about machine learning available for all.

创建者 Jiangchun L

Jun 29, 2021

Thanks for this great course and everything, Andrew! You are awesome, fantastic, great and wonderful!

创建者 iVan D

Jul 12, 2023

Introductory, but very comprehensive and super pragmatic, full of practical tips and best practices!

创建者 Sreechowdary T

Aug 4, 2021

Very informative but mostly therory, let me go throught next course in the sequece to work on handon

创建者 Vladislav G V

Jul 23, 2021

This is another great course by Andrew Ng: clear explanations, great examples, curious case studies!

创建者 Hussein M

Jun 17, 2021

It is very valuable and includes insights how to handle data, model data and how to deploy ML models

创建者 Hector G

Apr 13, 2023

I like the course i wish i was gonna use the certificate to get a job but anyway i learned the most

创建者 John M

Mar 29, 2023

It was a great learning experience for me. I really loved they way it was structured and delivered.

创建者 vadim m

May 19, 2021

Succinct but full of meaningful examples, holistic approach to MLOps. Well done, Andrew & the team!

创建者 Ajai K M

Nov 23, 2025

Great insights into production level challenges while deploying Machine learning implementations.