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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：

2001 - Structuring Machine Learning Projects 的 2025 个评论（共 5,746 个）

创建者 LI H

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Aug 22, 2017

Good as always. The experience from the expert should be very valuable in practice.

创建者 Maninda E

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May 20, 2023

A great practical content taught in a very intuitive way within a very short time!

创建者 Mukund E

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Oct 11, 2021

Very informative tips on assessing your initial model and further making progress.

创建者 Zyro K

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Aug 18, 2021

Knowledge Impactful, gives a similar account of dealing with ML in the real world.

创建者 Jorge R O T

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Aug 22, 2020

Very clear insight on how to approach a machine learning project in the real world

创建者 Lien T T

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Jul 31, 2020

Very helpful on how to start my ML project and improve its performance efficiently

创建者 Ashwini S

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Jul 5, 2020

Excellent Course, Thank you so much. Learning from experience teacher is blessing.

创建者 Abhishek R

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Apr 29, 2020

An amazing way of delivering the subject. I whole-heartedly thank the entire team.

创建者 Zoran M

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May 25, 2019

Great course, practical knowledge from experience which is hard to find elsewhere!

创建者 Arjun r

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Jan 20, 2019

Definitely the most practical and useful course in the specialisation. Great work!

创建者 David K

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Jan 19, 2018

Great insights for dealing with real DL Projects. I enjoyed this course very much.

创建者 Taehee J

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Dec 4, 2017

Thanks for explaining for Error analysis and how to split train/dev/test data set.

创建者 Rishabh A

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Nov 29, 2017

The course is nice, provides insights of practicality of machine learning projects

创建者 Jorge P

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Nov 29, 2017

Excelent ! A treasure trove of technical info, tips, gut feeling and data science.

创建者 Christophe K

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Nov 22, 2017

Nice presentation on how to start and drive your deep neural network construction.

创建者 Wessam A

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Oct 26, 2017

excellent hands-on tips and tricks to how to go about different ML and DL problems

创建者 Huaishan Z

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Oct 4, 2017

It's really useful experience for the AI engineers, especially for the fresh ones.

创建者 Alaa A

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Sep 28, 2017

Great course for learning practical decision making for machine learning projects.

创建者 Murali K

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Sep 20, 2017

Great course...must for data scientists and/or machine learning practitioners...!!

创建者 Sun J

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Aug 25, 2017

I learned some good of machine learning strategies where the textbook cannot tell.

创建者 Douglas M

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Mar 29, 2024

Lots of good background information and how things are done in the real ML world.

创建者 CVA V T T N

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Jan 29, 2023

Unique homeworks, unique knowledge. So valuable. Easy to learn but hard to master

创建者 Eyal M

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Jan 22, 2022

Good and relitevily easy course compared to the other ones on the specialization.

创建者 Rahul K

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Mar 7, 2021

Really liked the content. This type of content I didn't find in any other course.

创建者 xie

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Jan 6, 2021

I am really excited to learn a lot of about machine learning project strategies.