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学生对 deeplearning.ai 提供的 Structuring Machine Learning Projects 的评价和反馈

4.8
45,699 个评分
5,212 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

TG
Dec 1, 2020

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

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:

4526 - Structuring Machine Learning Projects 的 4550 个评论(共 5,157 个)

创建者 Prajjwal S

Dec 6, 2019

Very much theoretical, could be more helpful if we can piratically see the changes.

创建者 Cosmin D

Oct 16, 2018

Nice and brief with valuable information about machine learning project management.

创建者 Stanley P

Aug 31, 2017

If you add more assignments not only quiz, that will be very helpful!

Thx to Andrew!

创建者 陈波

Jun 11, 2019

Lack of hands-on exercises. However, it is still very good to learn new knowledge.

创建者 Andrew W

Mar 13, 2019

Very slow, and probably longer than needed to be, plus only quizzes made it boring

创建者 Darkwing D

Aug 9, 2018

Great course not requiring technical background. Great for QA/overseeing projects.

创建者 mahesh p

Mar 11, 2018

Was more verbose and subjective. Would have liked references to more case studies.

创建者 Litvinau A A

Nov 13, 2017

Great, but sometimes there were a problems with the videos (black screen and etc.)

创建者 Andreea B

Sep 4, 2017

Very good tips and tricks, but I would have preferred it to be even more advanced.

创建者 蕭博偉

Jan 13, 2020

Briefly share Andrew's experience for directing what to do next in a ML project.

创建者 Jarno R

Sep 11, 2019

Extremely valuable practical information regarding how to structure ML projects.

创建者 Onkar M

Jun 11, 2019

This is a very interesting course but yes this is totally theoretical in nature.

创建者 Thomas P

Sep 21, 2017

Good high-level course on how to think about projects implementing Deep Learning

创建者 Nicolo d G

Feb 17, 2019

A bit short and light to be a course on its own but still useful in the series.

创建者 Jose L M

Oct 1, 2018

Quiz answers were not that clear. They seem more "gotcha" than "deep learning".

创建者 Sumesh R

Apr 8, 2018

It would be good to have more practical/industry scenarios added to the course.

创建者 Victor P

Nov 10, 2017

Always great, but some little issues in the content makes it feel less perfect.

创建者 Yang C

Feb 24, 2021

Great course, would expect more content for machine learning production system

创建者 Francesco D Z

Sep 25, 2017

Great class overall. Some practice example on multi-task would have been nice.

创建者 Steve D

May 10, 2020

Great course for a coding professional to improve on their fine tuning skills

创建者 Maik F

Apr 1, 2019

Greate knowledge, but I had a hard time motivating myself through this theroy

创建者 José A M

Aug 5, 2018

Good background theory for people starting in the field to get familiar with.

创建者 Kumar V

Oct 15, 2017

Good learning , teaches us how to diagnose and plan machone learning project.

创建者 Fredy A O L

May 29, 2020

El curso es muy bueno, le dá concenjos para emepzar a mirar redes neuronales

创建者 Isara D S

Apr 23, 2020

As always loved the course, simulations were great and challenging to answer