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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

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!

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.

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1551 - Structuring Machine Learning Projects 的 1575 个评论(共 5,746 个)

创建者 Sami A

Oct 3, 2019

Very helpful insights from the business view of how things are running in real life data science projects.

创建者 Jordan S

Sep 19, 2019

A great introduction to structuring projects, with a good emphasis on the proper structuring of data sets.

创建者 Mehul

Aug 1, 2019

Getting a knack of this specialization due to the people who are involved with it,especially Andrew Ng Sir

创建者 Hari K

Nov 27, 2018

Andrew makes the topic interesting and easy to grasp. The assignments are very well written. Great course!

创建者 Piyush J

Jan 29, 2018

provided much needed inputs on approach to problems and strategies for improving the performance of models

创建者 Badri T

Oct 25, 2017

Loved the course and the material. Transfer learning topic was especially helpful. Loved the case studies.

创建者 Trevor A

Oct 9, 2017

Outstanding course digging into difficulties that would otherwise take many years of experience to manage.

创建者 Ridho M

May 2, 2021

thanks andrew, you are every student at this community wanna be, and congrats for and carol for the birth

创建者 Alin M

Feb 21, 2021

I really liked this course, now I should apply what I've learned so far in small projects, to begin with.

创建者 Paul S

Jul 20, 2020

This course has really helped me in reflecting on previous projects and extracting the lessons from them.

创建者 Ankush N

Jul 10, 2020

The assignment questions are nicely framed for theoretical understanding of working on an actual project.

创建者 Ankur S

Jun 13, 2020

Got to learn things that normally may take years of experience. Great course taught by a great Professor.

创建者 Carlos G Y

Apr 16, 2020

As always, Andrew is a great instructor and this course has given me some important AI-related abilities.

创建者 Sajib K S J

Apr 14, 2020

The way NG Sir explains the content is simply amazing. I can't wait to complete other courses of NG Sir.

创建者 Youssef M

Mar 31, 2020

Very powerful course, to learn fundamentals which helps you a lot in describing and building your project

创建者 Delwin J

Dec 2, 2019

Nice course for inspiring and making us understand how to go with projects. Thank you to the instructors.

创建者 Óscar M A

Nov 22, 2019

I learned a lot of interesting and valuable insights, and all the information in the course seems useful.

创建者 Daniel A M B

Oct 4, 2019

Interesante lo de las distrubuciones de datos y la cuestión de está de revisar los datos de la neural net

创建者 Saloni B

Aug 20, 2019

Content of this course is very different and new. Very clean and detailed information has been presented.

创建者 swetha n

May 26, 2019

Best ML course I have taken - very unique compared to other ML courses online. Very practical and useful!

创建者 Tom S

Mar 10, 2019

Great class. They say experience is the best teach, but some one else's experience is sure a lot easier.

创建者 Sonal K

Dec 31, 2018

This is a really awesome course which gives you a very good insight of how to work on ML and DL projects.

创建者 Kun W Y

Mar 4, 2018

Teacher Andrew talks many differences between ML and DL implementation, which is a pretty awesome course.

创建者 Jake S

Dec 7, 2017

I loved this course. I've learned so many practical skills that I've already started to apply to my work.

创建者 Wei-Cheng Y

Aug 28, 2017

very useful concepts for systemic approach to tuning machine learning projects, thank you for the course!