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学生对 DeepLearning.AI 提供的 Structuring Machine Learning Projects 的评价和反馈

4.8
50,128 个评分

课程概述

In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader. By the end, you will be able to diagnose errors in a machine learning system; prioritize strategies for reducing errors; understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance; and apply end-to-end learning, transfer learning, and multi-task learning. This is also a standalone course for learners who have basic machine learning knowledge. This course draws on Andrew Ng’s experience building and shipping many deep learning products. If you aspire to become a technical leader who can set the direction for an AI team, this course provides the "industry experience" that you might otherwise get only after years of ML work experience. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

热门审阅

WG

Mar 18, 2019

Though it might not seem imminently useful, the course notes I've referred back to the most come from this class. This course is could be summarized as a machine learning master giving useful advice.

DC

Mar 7, 2018

Going beyond the technical details, this part of the course goes into the high level view on how to direct your efforts in a ML project. Really enjoyable and useful. Thanks for making this available!

筛选依据:

2451 - Structuring Machine Learning Projects 的 2475 个评论(共 5,746 个)

创建者 Parag S

Jun 26, 2019

It good course to understand the basic models in machine learning

创建者 Mahesh

Nov 12, 2018

Great practical experience, which we wouldn't have got otherwise.

创建者 Julien B

Jul 8, 2018

Excellent. Les quizz sont particulièrement réussis dans ce cours.

创建者 Lanchen S

Feb 11, 2018

I hope there are some programming assignments for me to practice.

创建者 Evgeniya B

Jan 6, 2018

This course have a lot of theory. I wish we can do more projects.

创建者 Girish T

Oct 14, 2017

A lot of practical insights - the flight simulators were helpful.

创建者 Yin-Wu C

Sep 21, 2017

Lots of experience is learned from this course. Great. Thank you.

创建者 赵鹏举

Sep 14, 2017

This course is very useful and include a lot of engineering tips.

创建者 Indah S R

Jul 14, 2022

I feel this course is very useful and supports my future career.

创建者 Sang N T

May 1, 2022

Very helpful to understand strategy for machine learning project

创建者 Sounak B

Jun 20, 2021

wonderful course cant be found anywhere these strategic concepts

创建者 charles b

Mar 13, 2021

Maravilloso me ayudo a entender mucho mejor la estructuras de DL

创建者 Sri R

Nov 22, 2020

Good course. But there is no practical assignments to write code

创建者 piyal s

Sep 27, 2020

It was a good one. I am looking forward to doing more like this.

创建者 Mauricio O G

Aug 31, 2020

Andrew Is really a great teacher and one that loves what he does

创建者 Zhe W

Apr 5, 2020

Very practical knowledge for deep learning in real applications!

创建者 David S

Nov 4, 2019

It's a short course, but with a lot of good information and tips

创建者 Haoming Y

Oct 26, 2019

Very useful course! I really like the case study in the homework

创建者 YC X

Jun 9, 2019

Easy to understand. The professor is very professional and nice.

创建者 Muhammad H B K

Apr 1, 2019

It was an amazing experience. Thankyou Professor Andrew and Team

创建者 Chong M T

Mar 8, 2019

Provides good intuition on how to structure deep learning models

创建者 Juan A

Mar 3, 2019

Masterpiece. Very accurate and very demanding course . Congrats.

创建者 Yash S

Feb 8, 2019

very helpful in knowing what to do at what stage of your project

创建者 Advait P

Sep 16, 2018

Probably the most important course of the specialization so far.