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Avis et commentaires pour d'étudiants pour Introduction to Machine Learning in Production par

1,645 évaluations
287 avis

À propos du cours

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...

Meilleurs avis


4 juin 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


5 déc. 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!

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101 - 125 sur 325 Avis pour Introduction to Machine Learning in Production

par Mahtab S

11 oct. 2021

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

par Zanuar E

26 juil. 2021

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

par Ibrahim G

21 mai 2022

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

par James G

20 mai 2022

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

par Jonah M K

30 juin 2021

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

par Marija M

12 juil. 2021

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

par Salem S

29 mai 2022

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

par Jiangchun L

30 juin 2021

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

par Sreechowdary T

5 août 2021

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

par Vladislav G V

23 juil. 2021

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

par Hussein M

17 juin 2021

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

par vadim m

19 mai 2021

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

par Hamad

5 févr. 2022

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

par Aman S

8 juil. 2021

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

par Reza M

31 août 2021

T​his is about the whole picture. What comes around model, or where model is in big picture.

par Chester F

2 mars 2022

G​reat course for understanding of a complete cycle of model development, highly recommend!

par Erica B

28 nov. 2021

Andrew Ng is the mentor I've been searching for! Very grateful for this course, thank you!

par MoChuxian

17 mai 2021

Learned very useful insights about Machine Learning engineering from Andrew, thanks a lot!

par Lúcio R

22 juin 2021

The presented topics were perfect to give a overview the major steps to deploy a ML model

par S. H M

5 juin 2022

It was a very interesting and useful course for me and interesting topics were mentioned

par Karl K

19 avr. 2022

Andrew Ng is a tremendous instructor. I felt I learned a lot and in an orderly fashion.

par Ivan O C

11 déc. 2021

An amanzing and useful introduction to start any ML project in a industrial context...

par Alejandro C

4 juin 2022

All the concepts are explained clearly and the best practices exposed are well useful

par Arian N

10 févr. 2022

Invaluable guidance on how to approach production-grade projects. Loved the course!