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

4.8
3,333 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

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

EG

May 19, 2021

Excellent course, as always! Many thanks! Great combination of theory + notebooks with practical examples.Everything is perfectly structured. I will recommend this course to everyone!

筛选依据:

276 - Machine Learning in Production 的 300 个评论(共 579 个)

创建者 Ayush S

Sep 30, 2021

Awesome course for college grads to get a head start in Industry.

创建者 Justas K

May 27, 2021

High abstraction level with toy examples on very complex things.

创建者 Gustavo L

Sep 28, 2022

Temas interesantes, buena visión general de un proyecto de ML.

创建者 aadarsh a

Jan 27, 2022

this is the best machine learning course which i have seen ever

创建者 Nalinda K

Nov 26, 2023

Excellent learning experience from a experienced professional.

创建者 Mauricio R

Nov 10, 2021

Outstanding course, great depth and breath of ML in production

创建者 Marina M

Jan 29, 2023

Thanks, Andrew <3 hope to work with this great mindset oneday

创建者 Faruch A

Oct 29, 2021

One of the best non-academic course I have ever experienced.

创建者 DIEGO F S C

Jun 25, 2021

Good explanations of the principal problems in the ML project

创建者 PRADYUMNA K

May 19, 2021

Great course! Easy to understand with many examples explained

创建者 Nikhil S

Apr 29, 2022

Awesome Course, full of insightful knowledge from Andrew Ng.

创建者 Apoorv A

Mar 9, 2022

Would have loved a programming assignment with this course.

创建者 GB L

Jun 27, 2021

Nicely introduced the MLOps and illustrated some real cases.

创建者 Bonginhlanhla M

Sep 1, 2023

The course was great and it offers a lot of useful insights

创建者 Sean M

Jan 1, 2023

Very useful and relevant for project managing an AI project

创建者 Lộc Đ

Aug 2, 2021

It's time to say thank you for this course and Mr Andrew Ng

创建者 Cameron D K

May 30, 2021

Very good course. Full of knowledgeable advice from a pro.

创建者 Kevin D

Sep 18, 2021

Really well-structured videos that are easy to understand.

创建者 Paweł K

Sep 13, 2021

Again, great material and a lot food for thought! Thanks !

创建者 DingYi

May 15, 2022

many real-world experience that helps ML in applications.

创建者 Sagar D

May 1, 2022

found insightful. A lot of practicle aspects been shared.

创建者 Walt H

Aug 26, 2021

Very straight to the point with fun and insightful labs!

创建者 Yogesh G

Jul 29, 2025

Very Good course ,I recommend for Data Engineer .Thanks!

创建者 Francois F

Oct 14, 2023

As always, Dr. Andrew Ng. delivers courses very clearly.

创建者 TRAN N T

Nov 11, 2022

Great introduction to ML projects aimed for Production.