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

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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：

2426 - Structuring Machine Learning Projects 的 2450 个评论（共 5,746 个）

创建者 Walker J

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Mar 21, 2019

This is a LIGHT for the path of the machine/deep learning engineer

创建者 Tran T D

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Aug 11, 2018

outstanding course again! Andrew Ng teach very easy to understand!

创建者 Dan B

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Jul 7, 2018

I was skeptical at first but the contents of this course are GOLD!

创建者 Gerard A

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Jun 29, 2018

Really useful with real examples, and totally practically oriented

创建者 Jagadish K J

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Apr 20, 2018

This course is really important for any Machine Learning engineer.

创建者 朱耀晨

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Mar 15, 2018

Really like Andrew's lecture especially his voice so charming lol.

创建者 Sajid H

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Mar 6, 2018

Amazing to learn new technique to move faster in the project life.

创建者 sornpon w

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Feb 4, 2018

how can i complain about this great it's short and sweet as always

创建者 Vincent F

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Jan 26, 2018

Very useful introduction to how to manage a deep learning project.

创建者 Aman G

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Jan 24, 2018

EXCELLENT!! Great examples to explain really important concepts!!!

创建者 Liu Y

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Jan 23, 2018

I from china, and I already study the courses from study.163.com.

创建者 Mathias B

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Dec 30, 2017

Great tips and insights on everything surrounding the actual work.

创建者 Ashish B

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Aug 25, 2017

fantastic material. Not covered in any other courses I have taken.

创建者 Yunfan W

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Aug 19, 2017

Very practical and helpful! Thanks for providing such nice course!

创建者 Amit K c

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Nov 2, 2024

It is one of the most important courses for all ML practitioners.

创建者 Manuel Á S Á

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Aug 11, 2021

I really liked the contents of the course, they seem very useful.

创建者 Fuad A

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Oct 30, 2020

Very nice, interesting and Informative Course, Thanks prof Andrew

创建者 Catalina C

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Sep 8, 2020

Thank you for this course, very useful in the professional field!

创建者 Victor W

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Jul 10, 2020

I learned a lot of think about error and how to do error analysis

创建者 Ashish K

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Jul 1, 2020

The best course, I have seen. So much to learn in just two weeks.

创建者 Papitha C

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Jun 11, 2020

Best learning experience ever! Thank you so much Prof Andrew Ng.

创建者 Mehregan K

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Oct 18, 2019

You need to know these tips if you want to make a good algorithm.

创建者 Amir

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Sep 20, 2019

Excellent course, specially for for ML product managers and leads

创建者 Peter v D

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Sep 8, 2019

Very informative for a non-AI professional ... I am a tax lawyer.

创建者 Raghu N

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Jul 19, 2019

Excellent course that helps in understanding nuances of ML design