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
星
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：

1976 - Structuring Machine Learning Projects 的 2000 个评论（共 5,746 个）

创建者 Quan T H

•

Aug 31, 2022

A great course helps me to understand how to structuring Machine Learning projects.

创建者 Haijian H

•

Dec 21, 2021

Insightful for how to find the promising directions to boost the model performance!

创建者 Neg K

•

Oct 27, 2020

very useful to help the theory behind of ML and help how to react by have problems.

创建者 Oscar A R R

•

Sep 6, 2020

Un curso con ejemplos prácticos y buenas herramientas para aplicar en los proyectos

创建者 Zihad A

•

Jul 19, 2020

This simple 2 week course was a much-needed break for perspective-building purposes

创建者 Tainá A

•

Jun 29, 2020

This is an important course that can help a team save a feel months in a DL project

创建者 Miguel A “

•

May 23, 2020

I have learned so many things I will be able to use in my real projects. Excellent!

创建者 Sergey D

•

Apr 11, 2020

The first two courses in the series are rather boring, but this one is a pure GOLD!

创建者 PRANJAL J

•

Feb 16, 2020

Nice and well taught course about the techniques of improving deep learning models.

创建者 Mukkesh M

•

Feb 15, 2020

By far the most important course of this specialization. Really wonderful insights.

创建者 楊惇昱

•

Nov 10, 2019

Thank you. Teacher Andrew. I know using systematic methods to improve my model now.

创建者 Ashvinee

•

Sep 6, 2019

It is having a great information from starting a new project to training the model.

创建者 Otávio G

•

Aug 7, 2019

Best course about how to deal with machine learning projects decisions in practice!

创建者 Anurag W

•

Jun 10, 2019

Superb explanation by Prof. Andrew, high quality concepts explained with such ease.

创建者 Soumyadeep D

•

May 16, 2019

This is a very impressive course with practical tricks for applied Machine Learning

创建者 Dhruv D B

•

Mar 4, 2019

Very practical advice in structuring ML Projects, definitely can be put to good use

创建者 Enrique C

•

Mar 3, 2019

Excellent course, cover all related with how to evaluate a machine learning project

创建者 Hector M L

•

Sep 27, 2018

muy buen curso para planear tu proyecto al no contar con una gran cantidad de datos

创建者 Francisco A

•

Aug 2, 2018

Pretty interesting, with some basic tricks offer you a way to improve your projects

创建者 Pandya N

•

Apr 12, 2018

this course gave me lots of ideas about how to do successful deep learning project.

创建者 Rangaraj S

•

Oct 28, 2017

Learned a lot about the practical processes involved in a Machine Learning Project.

创建者 Lorenz B

•

Oct 21, 2017

Pretty interesting to know about common issues and how to detect resp. solve those.

创建者 Brian H

•

Oct 16, 2017

real life practical project experience which is probably hard to find anywhere else

创建者 Axel S

•

Sep 21, 2017

Very detailed overview, of what is important in structuring a deep learning project

创建者 Alexander R

•

Sep 6, 2017

Quick and nice way to see proper methods for working on and building correct models