Chevron Left
返回到 Introduction to Machine Learning in Production

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

4.8
1,781 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:

176 - Introduction to Machine Learning in Production 的 200 个评论(共 355 个)

创建者 Apoorv A

Mar 9, 2022

W​ould have loved a programming assignment with this course.

创建者 GB L

Jun 27, 2021

Nicely introduced the MLOps and illustrated some real cases.

创建者 Lộc Đ

Aug 2, 2021

It's time to say thank you for this course and Mr Andrew Ng

创建者 Cameron D K

May 31, 2021

Very good course. Full of knowledgeable advice from a pro.

创建者 Kevin D

Sep 19, 2021

Really well-structured videos that are easy to understand.

创建者 Paweł K

Sep 13, 2021

Again, great material and a lot food for thought! Thanks !

创建者 DingYi

May 15, 2022

many real-world experience that helps ML in applications.

创建者 Sagar D

May 1, 2022

found insightful. A lot of practicle aspects been shared.

创建者 Walt H

Aug 26, 2021

V​ery straight to the point with fun and insightful labs!

创建者 letrungphong95

Jul 21, 2022

Very useful course, special thanks to teacher Andrew NG

创建者 Biju K

Jul 23, 2021

One can gain a lot of benefit from Andrew's experience.

创建者 NIKUNJ B

May 21, 2021

Awesome Course. Will surely help me in the near Future.

创建者 Rémi M

Jun 21, 2021

Robust and efficient frameworks to conduct ML projects

创建者 Jitendra S

Jun 3, 2021

Excellent piece of work . Many Thanks to Mr. Andrew Ng

创建者 Alex D

Dec 20, 2021

Great course!

Really useful if you are a ML engineer

创建者 Jitender S V

Jul 19, 2021

T​hank you for this awsome course. Learned so much :)

创建者 Arunjith

Sep 21, 2021

A lot of insights in a very short investment of time

创建者 Amit U

Jun 13, 2021

great learning ,thanks Andrew for such deep insight.

创建者 Liang L

Jun 12, 2021

Very useful systematic view of the whole ML process.

创建者 Amirhoisein S D

Aug 5, 2022

such a wonderfull wih a lot of information to learn

创建者 Anup K D

May 13, 2022

Excellent to learn how to deploy a real ML system.

创建者 Goga

Feb 23, 2022

Learning from Mr Andrew Ng is MINING OF THE GOLD!!

创建者 Loc L

Jan 8, 2022

G​reat course for introduction to ML in production

创建者 Héctor L

May 21, 2021

Amazing, invaluable knowledge as always. Thanks!

创建者 Parma R R

Jun 9, 2022

S​uch a great course! Thank you Mr. Andrew Ng!!