Chevron Left
返回到 Structuring Machine Learning Projects

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:

2151 - Structuring Machine Learning Projects 的 2175 个评论(共 5,746 个)

创建者 Anil K N

Jun 26, 2018

Awesome course, learnt a lot from this and try to do something new of my own.

创建者 Ertu S

May 20, 2018

I've enjoyed flight simulation exercises: very useful for practical purposes.

创建者 futoshi k

May 2, 2018

This course is very useful to understand strategi for Deep Learning projects.

创建者 Halley W

Mar 20, 2018

Very informative. Great tools to use for when you're fine tuning your models!

创建者 Jeff

Feb 14, 2018

Excellent course on improving your data sets and what to do with your errors.

创建者 Tega E

Dec 28, 2017

Very well structured course.

Also very helpful when applying machine learning

创建者 Abhinava K

Nov 17, 2017

Very practical content. Essential to strategically target a data opportunity.

创建者 Frey M

Nov 15, 2017

Very practical course for people with some knowledge of AI and Deep Learning.

创建者 Jurica C

Sep 24, 2017

Very good insight. The best out of first three courses in the specialization.

创建者 Manash M

Aug 29, 2017

Learnt a lot of things I didn't know even after completing cs231n and cs224d.

创建者 Sarth S

Feb 2, 2024

Really useful concepts to understand before delving into real world projects

创建者 Muskaan M

Apr 11, 2021

Good case studies and interviews at the end of each week are very inspiring.

创建者 Temidayo A

Dec 26, 2020

Useful practical approaches to machine learning projects. Thank you, Andrew!

创建者 Enrique A

Sep 5, 2020

Extraordinario curso de deeplearning, vamos por la especializacion, gracias.

创建者 Krishna K

May 16, 2020

Thanks, Andrew for creating this course. I learned so much during the course

创建者 Murat K

May 13, 2020

this course s very helpful for administer machine learning project structure

创建者 Victor V

Mar 18, 2020

Nice to see different ways to re-structure the way I work with ML algorithms

创建者 Kumar S

Jul 8, 2019

The course was good,will be rally helpful when i start working on a project.

创建者 Ved G

Jun 1, 2019

This course provides knowledge that is simple yet critical for this subject.

创建者 Emircan K

May 2, 2019

Learning Andrew Ng's personal experiences is really exceptional and valuable

创建者 Syed A R H

Apr 15, 2019

The instructor voice was quite low. I couldn't hear him properly many times.

创建者 Alfonsus G C

Nov 18, 2018

The simulator was a great approach to see what real ML project might be done

创建者 David A

Nov 16, 2018

Excellent course. One of the best to get you to solving real world problems.

创建者 Bourget R

Oct 5, 2018

Very good lesson well explained good practices to have a structured approach

创建者 Dan L

Jul 5, 2018

Every point comes from real instances. Appreciate those suggestions so much!