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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:

2176 - Structuring Machine Learning Projects 的 2200 个评论(共 5,746 个)

创建者 Dhinesh D

Apr 14, 2018

Excellent course, these materials are never taught anywhere, brilliant stuff

创建者 Carlos d H

Apr 9, 2018

Great the insights about the Error strategy conversation and team challenges

创建者 Gaurav D

Feb 25, 2018

I liked the practical aspects and tips for dealing with real world problems.

创建者 Holger P

Aug 26, 2017

Great insights on how to prioritize development of a machine learning model.

创建者 Minh K P

Dec 28, 2022

There are a lot of techniques that I have never been taught at university.

创建者 Elliot S

Oct 26, 2022

Really great insights into how we can improve and optimize our algorithms.

创建者 Zikun T

May 29, 2022

Good course, I learnt quite a lot about structuring a deep learning project

创建者 Dela C F S (

May 5, 2021

Superb! This has a lot of content and advice for creating your ML Projects.

创建者 Darren S

Mar 12, 2021

Great Course. I learned a lot about ML projects. Lots of really great tips!

创建者 Gerardo A S

Dec 5, 2020

Very practical and complete course with knowledge to apply in everyday life

创建者 Abhra M

Sep 10, 2020

very important working tricks and tips for the actual implementation of DNN

创建者 Md E M

Apr 9, 2020

Andrew is super human! Please offer a course on Reinforcement Learning too.

创建者 Payam M

Jan 25, 2020

Well organized and lots of great practical information. Highly recommended.

创建者 Moses T

Jan 22, 2020

Excellent paradigmn foundation to approach advanced system of deep learning

创建者 Joerg A

Nov 30, 2019

Was immediately helpful with assessing and improving an ongoing ML project!

创建者 Aliia R

Jul 25, 2019

Very informative.

Simple "hacks" to ml project management and understanding.

创建者 Archit A

Jul 20, 2019

Comprehensive and must do course for diagnosing the machine learning system

创建者 Radoslaw R

Apr 13, 2019

Structuring and benchmarking your overall understanding of ML / AI projects

创建者 eren a

Feb 27, 2019

Great experience we could leverage from our instructor, Andrew.

Thanks a lot

创建者 Matthew T

Feb 19, 2019

Interesting and short course with a lot of advice about setting up projects

创建者 Carina L

Feb 15, 2019

I think this especially useful when getting into a real deep learning team.

创建者 Matthew C

Jun 19, 2018

Probably the only course out there of its kind. Well-structured and unique.

创建者 LiJia

Jun 2, 2018

I like this class very much, I can learn very fast here, thank your effort.

创建者 Alex H

May 7, 2018

Very useful practical tips, but the quizzes could have been more demanding.

创建者 Jie Y

Apr 22, 2018

Best ML practical advice worth many years of experience. Thank you, Andrew!