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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

MG

Mar 30, 2020

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.

YP

Jul 25, 2018

Very important and valuable intuitions about DNN training/optimization. It's full of really practical information while implementing my own models.DNN을 실제 적용할때 반드시 이해하고 적용해야 할 실질적 내용들로 구성된 멋진 코스 입니다!

筛选依据:

2376 - Structuring Machine Learning Projects 的 2400 个评论(共 5,746 个)

创建者 wadigzon D

Dec 13, 2018

excellent overview of best practices when organizing your ML project

创建者 Fernando H F

Nov 17, 2018

Great course! Andrew has unique ways to explain complex definitions.

创建者 Leiyang L

Aug 15, 2018

感谢老师的讲解,这种工程中总结的知识和心得对入门的人来说非常宝贵且难以获得,让我这样的初学者可以少走很多弯路,再次真诚地感谢老师的付出!

创建者 Devender K

May 18, 2018

Practical approach examples are really good for thought formulation.

创建者 xuchenyu

Nov 22, 2017

Not easy to master completely, it needs more thinking and reviewing!

创建者 肖大维

Nov 10, 2017

this course is a little harder than previous , but it really help me

创建者 Wei Z

Oct 16, 2017

First of its kind of course for systematically proceed a ML project.

创建者 Abdirahman O

Feb 3, 2023

A great course for practical guidelines on structuring ML projects.

创建者 Nieb H N

Nov 30, 2020

Short but a powerful tool to improve the grasp on Machine learning.

创建者 Sarpkan O

Nov 13, 2020

I found the "Flight Simulator" type quizzes so useful and effective

创建者 Swati J

Oct 14, 2020

This course gives great insight about data analysis for ML projects

创建者 Filipe M

Jul 11, 2020

Very good, just as the two previous courses of this specialization.

创建者 Seraph N

Jul 10, 2020

great content, and the quiz design is quite useful and challenging.

创建者 José A C C

Jul 2, 2020

Great insights for implementation of real machine learning projects

创建者 Si

Jun 10, 2020

very useful knowledge from Andrew. He shared his years' exp with us

创建者 Aditya P

May 6, 2020

This course explains the analysis part very nicely. Lots of thanks.

创建者 JOYJIT C

Jan 18, 2020

Excellent explanations, well created labs. Thanks a ton to Prof Ng.

创建者 Nilesh M

Jun 23, 2019

Very good course and covered lot of interesting and practical cases

创建者 Saurabh S

Apr 21, 2019

Great courer that will leap forward my actual DL project experience

创建者 Alberto M C

Feb 12, 2019

Good practical advice on how to structure and debug any DL projects

创建者 Rajan K

Oct 31, 2018

Gaining such a fine guidance in a small span of time is fantastic!!

创建者 Miao J

Aug 3, 2018

Very wonderful ML course. A wonderful guidance to build ML systems.

创建者 Huanglei P

Jun 4, 2018

Giving me great insights on dealing with machine learning projects.

创建者 lun c

Apr 28, 2018

For sure, you should learn it! It covers a lot of aspects. Thanks!

创建者 Paulo A C

Mar 17, 2018

Very new / up to date course. Really usefull thoughts and analysis.