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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

PD

Feb 24, 2020

Generally, the course is great. This is a short course and could be combined with other courses in this series. Also, some knowledge such as data splitting has been introduced in the courses before.

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!

筛选依据:

5026 - Structuring Machine Learning Projects 的 5050 个评论(共 5,746 个)

创建者 Vishal G

Dec 18, 2019

Interesting course, but all this could have been summarised in the first course itself!

创建者 Hao W

Jun 16, 2019

This course is not so well organized as the previous two. Everything else is very good!

创建者 donato t

Jun 14, 2019

Very valuable insight in real world usage of DL and guidance in approaching DL projects

创建者 Wilson L

Sep 16, 2017

It would be even better if there are more quiz and assignments made in ipython notebook

创建者 Eugene K

Jul 16, 2023

Not a necessary course in my opinion. His other courses in this series is much better.

创建者 Ilya S

Jun 8, 2023

The theory from videos is awesome but the tests have less specific problem description

创建者 Takshshila R

Jul 1, 2020

This gives subtle but important knowledge

about training with different distributions.

创建者 Rohit G

Mar 26, 2020

The pacing was a little off, and perhaps some code would help. Otherwise, pretty good.

创建者 Kirill S

Feb 29, 2020

Useful and short course, but with a lot of information repetition. Could be optimized.

创建者 Ashraf A

Nov 16, 2019

Very helpful in understanding the way the machine learning projects should be managed.

创建者 Dominik F

Jul 25, 2019

Very useful, but some questions were misleading or were not discussed until next week.

创建者 Cristian D T

Oct 30, 2017

The material is good, but too short. It could have been compressed in another course.

创建者 manpreet s

Oct 8, 2018

Good module to learn about how to structure the ML project and getting insights of it

创建者 Jean L

Aug 20, 2018

I thought there would be more about project management specifics of machine learning.

创建者 Lim H

May 20, 2018

I feel like this course should be the last course in the sequence, not the third one.

创建者 Chris U

Sep 25, 2017

This class gives an excellent overview of how to optimize a machine learning project.

创建者 Deleted A

Apr 17, 2020

Missing the notes in between the videos like in the Intro to Machine Learning course

创建者 CHIRAG J

Apr 8, 2020

It was a good structures machine learning course. It helps us to grab the knowledge.

创建者 Chang L

Jun 22, 2018

Interesting lectures, not so difficult but need some knowledge about ANN in advance.

创建者 Shreyas C

Nov 26, 2017

lot of information. Practical exercise would would helpful to solidify the concepts.

创建者 Shubham S

Jun 17, 2021

Very informative and helpful. But would have loved a bit more assignments/projects.

创建者 Lucas N A

Mar 22, 2020

I liked this course. It has really good tips and the quiz is challenging enough :).

创建者 Prajjwal S

Dec 6, 2019

Very much theoretical, could be more helpful if we can piratically see the changes.

创建者 Cosmin D

Oct 16, 2018

Nice and brief with valuable information about machine learning project management.

创建者 Stanley P

Aug 31, 2017

If you add more assignments not only quiz, that will be very helpful!

Thx to Andrew!