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
44,224 个评分
4,987 条评论

课程概述

You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been taught elsewhere, and is drawn from my experience building and shipping many deep learning products. This course also has two "flight simulators" that let you practice decision-making as a machine learning project leader. This provides "industry experience" that you might otherwise get only after years of ML work experience. After 2 weeks, you will: - Understand how to diagnose errors in a machine learning system, and - Be able to prioritize the most promising directions for reducing error - Understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance - Know how to apply end-to-end learning, transfer learning, and multi-task learning I've seen teams waste months or years through not understanding the principles taught in this course. I hope this two week course will save you months of time. This is a standalone course, and you can take this so long as you have basic machine learning knowledge. This is the third course in the Deep Learning Specialization....

热门审阅

JB

Jul 02, 2020

While the information from this course was awesome I would've liked some hand on projects to get the information running. Nonetheless, the two simulation task were the best (more would've been neat!).

AM

Nov 23, 2017

I learned so many things in this module. I learned that how to do error analysys and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

筛选依据:

4826 - Structuring Machine Learning Projects 的 4850 个评论(共 4,936 个)

创建者 Sergey A

Sep 19, 2017

Too short and not enough practice

创建者 Pablo A

Mar 01, 2020

Good introduction, a bit basic

创建者 Michael N

May 02, 2018

Okay, but lacks practicality

创建者 Zhao Y

Jan 28, 2018

Not much useful information.

创建者 Alban S

Dec 08, 2017

A lot of video badly edited.

创建者 Abhijeet M

Jul 07, 2019

Informative but too short

创建者 Fengxin Y

Sep 10, 2017

not that useful i thought

创建者 Francesc C F

Aug 28, 2017

I missed the coding parts

创建者 SUPARNA C

Dec 18, 2019

understood little bit

创建者 邹存安

Jan 08, 2019

可能是偏向实际应用,对我理论方向的帮助很少

创建者 禹宏康

Dec 10, 2018

讲道理这么课内容有点少,而且有点空....

创建者 Pratik k c

Nov 05, 2017

Very Theoretical !!

创建者 Tom M

Aug 25, 2017

I very simple class

创建者 Mathew S

Jan 01, 2018

Its informational

创建者 Kenneth C V

Oct 07, 2020

Complex Material

创建者 Siwei Y

Nov 28, 2017

就两周的课, 我不知道算是凑数吗

创建者 Mohit S

Jul 15, 2020

Not that good.

创建者 Fotsing B K

Feb 25, 2018

to theoritcal

创建者 Yide Z

Dec 17, 2017

too much bugs

创建者 David B

Aug 19, 2019

No Homework!

创建者 Sean L

Oct 06, 2019

Bit tedious

创建者 Leticia R

Aug 12, 2018

Bit boring.

创建者 Wouter M

Jun 13, 2018

A bit short

创建者 Zhen T

Dec 20, 2019

Too simple

创建者 Gonzalo A M

Jan 17, 2018

Too short.