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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:

126 - Introduction to Machine Learning in Production 的 150 个评论(共 355 个)

创建者 Reza M

Aug 31, 2021

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

创建者 Chester F

Mar 2, 2022

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

创建者 Erica B

Nov 28, 2021

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

创建者 MoChuxian

May 17, 2021

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

创建者 Lúcio R

Jun 22, 2021

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

创建者 S. H M

Jun 5, 2022

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

创建者 Karl K

Apr 19, 2022

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

创建者 Ivan O C

Dec 11, 2021

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

创建者 Alejandro C

Jun 4, 2022

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

创建者 Arian N

Feb 10, 2022

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

创建者 Nitin M

May 30, 2021

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

创建者 Kittituch M

Jul 26, 2022

Instructor provide easy-to-understand concepts and shows actual results concretely!

创建者 Nikolina K

Jun 1, 2021

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

创建者 Sunwaee

May 17, 2021

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

创建者 AserGarcia

Jun 7, 2021

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

创建者 Eddie M

Apr 2, 2022

Very clear and concise, incredibly valuable knowledge and techniques. Thank you.

创建者 Endre H

Feb 6, 2022

The optional lecture was realy a good additional value of this course. Thank you!

创建者 Steven I

Sep 28, 2021

T​he flow of this course and explanation with examples, made learning quite easy,

创建者 Susan M

Jul 25, 2021

Have not yet competed labs - course in progress. Request for review premature.

创建者 Gaurav P

Aug 30, 2021

extremely helpful course, gave a deep insight of data-centric machine learning

创建者 Nikhil K

Jun 3, 2021

Awesome course. Got to learn a lot of new things related to ML in Production.

创建者 Reza L

Jun 12, 2022

I like this course, it help me to have vision about ML development process.

创建者 paul b

Mar 12, 2022

Yet another excellent well structured and informative course from Andrew!!!

创建者 Shawn L

Dec 14, 2021

Indeed a great course. It changes your way of thinking in Machine Learning.