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学生对 deeplearning.ai 提供的 Introduction to Machine Learning in Production 的评价和反馈

4.8
1,257 个评分
224 条评论

课程概述

In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the process 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 production engineering capabilities as well. Machine learning engineering for production combines the foundational concepts of machine learning with the functional expertise of modern software development and engineering roles to help you develop production-ready skills. Week 1: Overview of the ML Lifecycle and Deployment Week 2: Selecting and Training a Model 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

IU
Dec 5, 2021

I have been involved with deep learning for more than 5 years (in academia), nevertheless learned a lot already. I am very curious about the next courses. Thanks for putting together this course!

筛选依据:

126 - Introduction to Machine Learning in Production 的 150 个评论(共 256 个)

创建者 Cameron D K

May 31, 2021

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

创建者 Kevin D

Sep 19, 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 Walt H

Aug 26, 2021

V​ery straight to the point with fun and insightful labs!

创建者 Biju K

Jul 23, 2021

One can gain a lot of benefit from Andrew's experience.

创建者 NIKUNJ B

May 21, 2021

Awesome Course. Will surely help me in the near Future.

创建者 Rémi M

Jun 21, 2021

Robust and efficient frameworks to conduct ML projects

创建者 Jitendra S

Jun 3, 2021

Excellent piece of work . Many Thanks to Mr. Andrew Ng

创建者 Alex D

Dec 20, 2021

Great course!

Really useful if you are a ML engineer

创建者 Jitender S V

Jul 19, 2021

T​hank you for this awsome course. Learned so much :)

创建者 Arunjith

Sep 21, 2021

A lot of insights in a very short investment of time

创建者 Amit U

Jun 13, 2021

great learning ,thanks Andrew for such deep insight.

创建者 Liang L

Jun 12, 2021

Very useful systematic view of the whole ML process.

创建者 Loc L

Jan 8, 2022

G​reat course for introduction to ML in production

创建者 Héctor L

May 21, 2021

Amazing, invaluable knowledge as always. Thanks!

创建者 Patricio C

May 23, 2021

A very good first course in this Specialization

创建者 Lu K L

Aug 24, 2021

add more animations would be better. Thankyou!

创建者 Mouad L

Dec 10, 2021

Andrew Ng is the best instructor in the world

创建者 wendy

Oct 2, 2021

Excellent !, easy to follow and practical ...

创建者 BESTA K

Jan 3, 2022

i know about this language is more knowledge

创建者 Hieu D T

Aug 14, 2021

Great work! Very informative and eye-opening

创建者 Meng C

Jan 13, 2022

Nice intro building up the basic mindset.

创建者 Varun S

Jan 13, 2022

very nice introductory course for mlops.

创建者 Fernandes M R

Sep 24, 2021

The first course of MLOps, and the best.

创建者 S R

Aug 1, 2021

N​ice introduction ML production issues.