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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：

2251 - Structuring Machine Learning Projects 的 2275 个评论（共 5,746 个）

创建者 Wanicca

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Oct 7, 2017

Nice courses about the practical strategy and technique of deep learning.

创建者 Hyungjin

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May 19, 2022

Learned Practical Perspective to ML project. felt Profound View of Prof.

创建者 YANGYANG C

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Jul 6, 2021

Very good course, giving me very good insights for my future AI program.

创建者 Vignesh R

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May 3, 2021

Practical approach to implementing and improving Deep learning solutions

创建者 Tony C

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Feb 6, 2021

Love the real-world examples for applying the knowledge we just learned.

创建者 Anirudh S

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Feb 5, 2021

Incredibly useful with lots of examples and approaches. Recommend 10/10!

创建者 Arsany A

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Nov 19, 2020

very nice course in transfering the experience of the teacher

i loved it

创建者 Helen R

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Jul 27, 2020

Exceptional. Very useful and valuable content for deep learning project.

创建者 Tarek S

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May 14, 2020

This was the best course in the specification of deep learning until now

创建者 GOMATHI S S

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Apr 26, 2020

Interesting & well articulated with relevant examples. Highly recommend.

创建者 Fasih A

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Mar 31, 2020

The best course which enabled me to revise my own deep learning project.

创建者 Shijian G

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Nov 29, 2019

Thanks for Andrew providing so many hands-on experiences and guidelines.

创建者 Aswin S T

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Aug 7, 2019

Essential course on real-life problems faced in a deep learning project.

创建者 Haci A K

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Jul 17, 2019

good insights, looks like reflecting years of experience, as promised -)

创建者 Varun

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Jul 8, 2019

Great, and the way Andrew explained, he made hard things looks too easy.

创建者 Z L

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Mar 28, 2019

Good, practical information to help tackle ML projects most effectively.

创建者 Pradeep I

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Mar 16, 2019

Really good lessons. Helps you how to approach solutions systematically.

创建者 Clerc-Gherardi

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Jan 16, 2019

Really nice lecture. A better understanding how to handle a ML project !

创建者 shijiatongxue

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Dec 11, 2018

Very nice and I have learned a lot from this course.Thank you Andrew Ng!

创建者 Leigh L

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Nov 26, 2018

There are tons of practical suggestions based on real world experiences.

创建者 khaled a

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Oct 5, 2018

again thanks to coursera for the financial aid and andrew for the course

创建者 An-Dân N

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Aug 27, 2018

Nice course, very practical, useful tips that other sources may not have

创建者 Vahid N

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Aug 8, 2018

It gave me a lot of insights about DL projects in real world! Well-done!

创建者 jayanta m

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Jul 30, 2018

Got intuitive information that no where available other than this course

创建者 XIANJUN Z

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Apr 9, 2018

Quite practical advises, might come back when having problem in project.