Chevron Left
Volver a Introduction to Machine Learning in Production

Opiniones y comentarios de aprendices correspondientes a Introduction to Machine Learning in Production por parte de deeplearning.ai

4.8
estrellas
1,269 calificaciones
226 reseña

Acerca del Curso

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...

Principales reseñas

RG
4 de jun. de 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
5 de dic. de 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!

Filtrar por:

76 - 100 de 259 revisiones para Introduction to Machine Learning in Production

por david g

3 de ene. de 2022

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

por Olaf S

18 de sep. de 2021

The short videos made it easy to work through it fast. In addition the optional-lab tasks were really awesome.

por Dao M D

2 de sep. de 2021

Great course for people who want to get the idea of putting Machine Learning notebooks' code into production!

por Kacper T

6 de jun. de 2021

Clear and concise. The lecturer approaches the subject with objectivity but also with immense passion for it.

por Sushant B

13 de nov. de 2021

it was an awesome introduction to an important part of AI/ML that is going to decide the future of the field

por Mahtab S

11 de oct. de 2021

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

por Zanuar E R

26 de jul. de 2021

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

por Jonah M K

30 de jun. de 2021

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

por Marija M

12 de jul. de 2021

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

por Jiangchun L

30 de jun. de 2021

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

por Sreechowdary T

5 de ago. de 2021

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

por Vladislav G V

23 de jul. de 2021

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

por Hussein M

17 de jun. de 2021

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

por vadim m

19 de may. de 2021

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

por Aman S

8 de jul. de 2021

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

por Reza M

31 de ago. de 2021

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

por Erica B

28 de nov. de 2021

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

por MoChuxian

17 de may. de 2021

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

por 19020418 L D S

12 de sep. de 2021

Thanks Andrew and deepai for bringing very informative and easily learnable course for us

por Lúcio R

22 de jun. de 2021

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

por Ivan O C

11 de dic. de 2021

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

por Nitin M

30 de may. de 2021

Very useful and complex material made easy to understand by an excellent instructor!

por Trikoder

1 de jun. de 2021

Very useful topics covered! Andrew explains in a clear way, with a lot of examples.

por Sunwaee

17 de may. de 2021

Excellent course, as always. That's a really good introduction to ML in production.

por AserGarcia

7 de jun. de 2021

Great introductory course on the operations to keep a system afloat in production.