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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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50,127 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

YP

Jul 25, 2018

Very important and valuable intuitions about DNN training/optimization. It's full of really practical information while implementing my own models.DNN을 실제 적용할때 반드시 이해하고 적용해야 할 실질적 내용들로 구성된 멋진 코스 입니다!

EM

Jul 7, 2020

I think this is the best way of understanding the models we build and train. Now I can understand where are the errors are coming from and how to focus and choose an error rate problem to solve.

筛选依据：

5526 - Structuring Machine Learning Projects 的 5550 个评论（共 5,746 个）

创建者 Rishabh B

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Jan 3, 2020

Slightly repetitive from previous courses. Could have been integrated with the future or previous course.

创建者 eduard

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Jan 18, 2021

Filled like it could be condensed in a lot less, probably a filler to fill the 5 courses "requirement??"

创建者 Tim U

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Jan 11, 2020

More quizzes or scenario-based examples or exercises at the end in coding. This felt thin in content.

创建者 Iam P d S

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Mar 14, 2018

This course was shorter and didn't have any programming assignments. Could've been part of course 2.

创建者 Aswin R

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May 7, 2020

Didn't turn out to be much useful. Could've added more content or added as a part of other courses.

创建者 Yue E

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Mar 7, 2019

Unfortunately, it did not match with my expectations, too much theory and no programming exercises.

创建者 Isaraparb L

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Jul 15, 2018

The early part rather feels slow and repetitive. The course's content seems very important though.

创建者 MEKALA S N

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Apr 29, 2020

The videos are too lengthy, getting bored while watching them.Better reduce the length of videos.

创建者 Vladislav Z

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Oct 8, 2017

Have mixed feeling about this one.

It is more like one week course - to few materials for 2 week.

创建者 Thomas B

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Oct 21, 2017

It would have been really nice to have some project work on this one instead of just quizzes.

创建者 Shivam K S

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Sep 30, 2019

Could have been more in depth or could have been added to another course as one extra week

创建者 Gowdhaman S

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Mar 25, 2018

The course content was great and it is more theoretical. Kindly add hands-on or projects.

创建者 Joseph D

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Jan 28, 2018

Helpful guidance but I didn't get enough material to help *me* generalize what I learned.

创建者 Deleted A

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Aug 27, 2017

Some material is trivial. Some quiz questions are ambiguous, or have nonsensical answers.

创建者 Vitor A B

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Feb 22, 2018

There's no programming exercises.

Pehaps one for hyper parameter tuning would be nice.

创建者 Fan

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Jun 12, 2025

Some parts of the course felt a bit stretched and could be more efficiently organized

创建者 Deleted A

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Oct 2, 2017

I was expecting more on tensorflow as well as technical work on error corrections.

创建者 Marc S

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Apr 18, 2021

Too much reading and note taking comparing to application of the topics discussed

创建者 Gabriele G

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May 24, 2020

I wish there was a programming assignment in this course instead of only quizzes.

创建者 jie y

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Apr 2, 2018

It's better to have designed projects to show how to solve these specific issues.

创建者 Diego P

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Jul 12, 2019

Videos are quite long. Good course although a bit heavier than the previous ones

创建者 Marco L S

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Nov 28, 2019

Useful but not that much for assigning to those topics a course of their own.

创建者 Flavius S N

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May 17, 2018

First week is a little bit boring for those that did Machine Learning course.

创建者 Duncan “ M

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Nov 19, 2017

I like coding projects and hands on material, this was heavy on the videos