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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
1,788 个评分

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

TF

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:

151 - Introduction to Machine Learning in Production 的 175 个评论(共 355 个)

创建者 Shubham S

Aug 22, 2021

Learnt a lot new and applicable concepts and practices. Highly recommended.

创建者 Bob K

Aug 17, 2021

Overall, an excellent and well presented introduction to ML in production.

创建者 Viraj H

Oct 31, 2021

It is quite good course I learned a lot of basic things from this course.

创建者 Zoran H

Jun 25, 2022

It is a nice introduction to MLOps segment general terms and background.

创建者 Ghada S

Jan 11, 2022

Very insightful course. Many thanks for all the provided efforts over it

创建者 Saqueeb A

Apr 20, 2022

Learned some basics of MLOps and terms in this course. Looking forward!

创建者 DAYANANDA K

Sep 20, 2021

This Course covers all the basic practical aspects about ML Production.

创建者 Juan A

May 19, 2021

Very Excellent Course. Allows me to seek and dig deep into the ML World

创建者 Aymen S

Jun 7, 2022

The is a very good introduction course for this amazing spezialisation

创建者 andre m

Jun 14, 2021

Amazing course, theory based on experience. Lessons that no book have.

创建者 Hoang V

Jun 6, 2021

O​nce of the best! I learnt a lot of useful insights from this series

创建者 JAYESH D

Aug 1, 2021

Another great specialization. Grateful to whole deeplearning.ai team

创建者 Rob B

Jun 3, 2021

G​reat course with high-level information not covered anywhere else.

创建者 Ryan C

Feb 4, 2022

Great content, shame the video of Andrew NG talking is stuttering.

创建者 Cayo S

Oct 5, 2021

G​reat introduction to key concepts and practices in production ML

创建者 Raspiani

Aug 1, 2021

Great, Awesome, Wonderful, Fantastic, Thank You So much Prof.. :)

创建者 Stefan L

Jan 5, 2022

Great introductory course that touches a lot of important topics.

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 aadarsh a

Jan 27, 2022

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

创建者 Mauricio R

Nov 10, 2021

Outstanding course, great depth and breath of ML in production

创建者 Faruch A

Oct 29, 2021

O​ne 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.