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

1,785 个评分


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...



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


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.


101 - Introduction to Machine Learning in Production 的 125 个评论(共 355 个)

创建者 Mario L d Á M

Aug 19, 2021

E​xcellent introduction to MLOps by Andrew Ng. Practical and clear. Love the (ungraded) labs, highly recommendable.

创建者 Yusa L

Jun 29, 2021

T​he material is really close to the real industrial practice. Amazing reference if doing any ML engineering work.

创建者 Mahsa P

Sep 20, 2021

This course is a wonderful overview of different steps of a machine learning project from scoping to deployment.


Jan 19, 2022

V​ery interesting course for actual product implementation of Machine Learning: Andrew NG is the best master!!!

创建者 david g

Jan 3, 2022

Even as a Data Scientist, I found this very relevant to define & get a clarity on such frameworks & processess

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 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 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 Zanuar E R

Jul 26, 2021

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

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 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 29, 2022

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

创建者 Jiangchun L

Jun 30, 2021

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

创建者 Sreechowdary T

Aug 5, 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 vadim m

May 19, 2021

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

创建者 Hamad U R Q

Feb 5, 2022

E​xcellent course. Very easy to understand and most neglected topics. Perfectly compiled course!

创建者 Theodore G

Aug 15, 2022

T​he course content is practical, informative and exciting. I really enjoyed it. Thanks Dr. Ng!

创建者 Aman S

Jul 8, 2021

Explained in best way helped in understanding the thought process behind setting up ML in prod.

创建者 Muhammad K H

Jul 12, 2022

It was fantastic. A lot was covered which makes me consider it more than just an introduction.