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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!

TW

Jul 16, 2019

I am glad I took this class. There are a lot of things think about with respect to structuring your M/L project. Fortunately, it is not as mysterious as people often claim...but it is very nuanced.

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1726 - Structuring Machine Learning Projects 的 1750 个评论(共 5,746 个)

创建者 David B

Oct 11, 2017

Invaluable insights from the point of view of a ML practitioner. Easy to understand. Priceless.

创建者 PeiSheng S

Sep 14, 2017

Some videos contain black screens, but the course is very good. Looking forward to the last two.

创建者 krittin p

Aug 26, 2017

This course is invaluable. very successful to share years of experiences. Thank you very much :)

创建者 Manh T

Aug 27, 2024

Although this course focuses mainly on theory, it's good guidance for an ML project. I love it!

创建者 Indiwara N

Oct 28, 2023

This is an excellent course to learn new tips and tricks on how to handle a ML project. Thanks!

创建者 Nikos K

May 15, 2021

Great course! It would be perfect to add some hands-on practice with transfer learning as well!

创建者 Mansurbek A

Feb 27, 2021

Very informative course. One can gain very important skill regarding management of ML projects.

创建者 Parth M

Jul 31, 2020

Very theoretical but important.

could have added some practical exercises on confusion matrix.

创建者 José L R G

Jun 25, 2020

Casos de estudio muy interesantes para ganar algo de perspectiva en proyectos de deep learning.

创建者 Onuigwe V

Jun 17, 2020

Best course! Even an expert in Machine learning and Deep learning need this problem iterations.

创建者 Douglas C

Dec 28, 2019

Very insightful, covers a lot of topics and gives a good intuition on how to start a ML project

创建者 Noam P

Oct 4, 2019

The course material is very useful, and will definitely help me with the project I'm working on

创建者 Burak B

Sep 19, 2019

Very useful course from Andrew NG if you think you will work in a quite big deep learning group

创建者 Ronit N

Sep 9, 2019

it was a very intuitive course and wonderful sets of case studies to make us think deep enough.

创建者 Antonio P

Jul 27, 2019

Excellent course! Very good complement of the Machine Learning Stanford Course. Very practical.

创建者 raj m

Mar 27, 2018

Very practical course content along with the very effective machine learning simulator problems

创建者 Jerome B

Dec 19, 2017

This one course is short, simple, filled with interesting knowledge. It gets better and better!

创建者 Nitish V

Nov 19, 2017

The course is good . Could also be taken separately even if one don't know about deep learning.

创建者 Sunil P

Aug 14, 2017

It was awesome , sharing real life experiences and putting it all together. Thank you Andrew!!!

创建者 Thang X L

Jul 23, 2023

This is an amazing course. I appreciate this course and the deep learning AI team that made it

创建者 Kamil

Mar 7, 2021

One of the best I've seen! Useful theory backed up by a great case study exercises! Thank you!

创建者 Jes T B K

Dec 20, 2020

A bit of a roundabout collection of topics, but this is the stuff that will make you do great.

创建者 Sampatirao S S a

Sep 12, 2020

Interesting course. Quiz was a bit challenging but with real life applications. Course was fun

创建者 TEJASHREE R S

Jul 4, 2020

I 'm excited about learning how to can compare with human-level error and find avoidable bias.

创建者 Aaron C

Jun 12, 2020

Very nice course to show the full variety of possible challenges while including stakeholders.