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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

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:

2126 - Structuring Machine Learning Projects 的 2150 个评论(共 5,746 个)

创建者 rashid a

Mar 20, 2018

Really gives you systematically built strategies to structure your ML projects

创建者 Gao Y

Feb 25, 2018

This course is about the real life decision need to make. Nice assignment too.

创建者 Raşit A

Jan 6, 2018

Practical strategies to be used for improving the performance of the ML model.

创建者 vishnu v

Nov 27, 2017

Very helpful course, something which is usually not taught in typical courses.

创建者 Sandip P

Sep 18, 2017

Really helpful. Gives a good overview of how ML projects should be structured.

创建者 王特

Aug 28, 2017

虽然我还没有接触过大型的算法项目,但是提前了解这些一流的技巧,在以后应该会有大的帮助!!看过一个上过这个课的一个公司里的项目负责人都说这一课的帮助很大!!!

创建者 Navneet

Aug 18, 2017

Assignments would have been made this course more challenging and interesting.

创建者 Sudhanva S

Jun 3, 2024

Superb course. Especially the quizes were top notch.Andrew NG sir is the best

创建者 George S

Jul 2, 2022

Excellent, helps me learn to systematically analyze a deep learning project.

创建者 Esmat H

Apr 24, 2022

Perfect!!! Thank you very much for providing me with such a valuable course.

创建者 Maya S

Sep 5, 2020

An amazing course! well taught and with great explanations

Thank you very much

创建者 Miguel A C F

Aug 4, 2020

It's a nice course, I learned a lot of important tips to apply in ML projects

创建者 Tiago W

Aug 4, 2020

This course is very relevant both for newcomers and for the more experienced!

创建者 PRASHANT M

Jul 23, 2020

A must-do course after learning the basic implementation of Machine Learning.

创建者 Manoj T

Jul 6, 2020

It was so nice to get the idea of how to manage the Machine Learning Project.

创建者 Sai G B A

Apr 30, 2020

This course thought me hoe to sequence a ML model. I really like this course.

创建者 AUFFRET G

Apr 24, 2020

Great practical information and first hand feedback on ML project management.

创建者 Ilya K

Apr 16, 2020

Some additional insights on how to approach real-life cases in deep learning.

创建者 Juan P J A

Mar 21, 2020

Very practical advice that can be readily applied to take every day decisions

创建者 Nitish S

Oct 18, 2019

Got useful insights on how to approach solving a problem using deep learning.

创建者 CluePoints S

Jul 10, 2019

I learned some much interesting stuff ! The best Deep Learning course I took.

创建者 Ismael B

Jul 7, 2019

Wonderful tips and tricks to bring the theory into production! Thanks Andrew!

创建者 Karel N N

Apr 4, 2019

Excellent courses, and a great teacher! Best regards and thank you very much!

创建者 K. S

Feb 19, 2019

Explained the nuances of Deep Learning that is hard to get from other sources

创建者 Fernando E L M

Oct 18, 2018

Very important topic for DL design, a lot of interesting content and samples.