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
46,129 个评分
5,268 条评论

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

JB
Jul 1, 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 22, 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:

4601 - Structuring Machine Learning Projects 的 4625 个评论(共 5,211 个)

创建者 Jeff N

Mar 18, 2018

I would have loved more programming assignments and opportunity to practice.

创建者 Mateusz O

Jan 5, 2021

Kinda more theory-based compared to the last two, but still good regardless

创建者 Animesh S

Jun 16, 2019

I see the point, but takes too long to make it. But part of a great series.

创建者 Umberto S

Apr 5, 2019

useful hints and techniques to manage ML Projects and choose right approach

创建者 Sothiro P

Sep 11, 2018

I thought the course was clear and gave useful tips in leading a ML project

创建者 Vito D

Sep 22, 2017

A bit short, maybe combine this into other courses? Or expand it with labs?

创建者 Francisco J M O

Dec 29, 2020

Muy interesante, se aprende mucho en situaciones aplicables a la vida real

创建者 Jean-Michel C

Dec 30, 2018

Very useful tricks / method to approach typical machine learning projects.

创建者 Mandlenkosi N

Dec 10, 2018

I loved the use cases it gave a practical uses of what I've been learning.

创建者 subho c

Sep 29, 2018

Some hands on exercise to complement the theory would have been excellent.

创建者 Yisheng Y

Jan 25, 2018

I am pretty surprise that this course does not have programming assginment

创建者 dh

Oct 17, 2017

provide student with some code tests like previous courses may be better .

创建者 Ruifang W

Aug 23, 2017

quite detailed and easily accepted way of understanding all the materials.

创建者 Sergey I

Aug 22, 2018

Good and useful material. However the homework is not challenging enough.

创建者 Nimrod P

Feb 6, 2018

Some video issues, give this course a slightly lower production values...

创建者 Abhishek R

Nov 27, 2017

Very useful for people working in ML. Short on content but one of a kind.

创建者 Matteo P

Sep 23, 2017

Lot of blanks and glitches in the videos. Should be better reviewed by QA

创建者 Leon M W

Dec 26, 2020

Nice but not as informative and well crafted as the previous two courses

创建者 Nabham G

May 25, 2020

Got to learn some insights and guidelines for machine learning projects.

创建者 Madhumathi R

May 29, 2019

It could have been the last course in the specialization instead of 3rd.

创建者 Sébastien D

Nov 17, 2017

Some effort should be put in editing the videos. Else it is pretty good!

创建者 Paulo A V

Nov 16, 2017

Innovative contents full with good advises and suggestions in the matter

创建者 Simon L

Nov 1, 2017

Really good for intuition. Only wish there was some code sprinkled in :)

创建者 Joffre L V

Oct 25, 2017

Very good course, maybe a little more project work would be better, ....

创建者 Prasad D D

Jul 3, 2020

Great videos. Just too long. Maybe sometimes I feel it to be repetative