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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

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!

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.

筛选依据:

1376 - Structuring Machine Learning Projects 的 1400 个评论(共 5,746 个)

创建者 Adinda F G

Feb 15, 2021

The instructor gives a understandable languages. He could make a complicated things into a simple things. Thank you!

创建者 Paulo R I d L

Dec 21, 2020

Conteúdo extremamente aplicável a realidade do mercado de trabalho. Faz um ótima conexão entre "teoria" e aplicação.

创建者 Nikos R

Dec 18, 2020

I believe it is essential for every Machine Learning practitioner, twice so if he intends to user it professionally.

创建者 Gomez R

Jun 1, 2020

It is rare to find courses where real life problems are shown and explained. I learned a lot from this small course!

创建者 Pranjal T

Apr 10, 2020

Really liked the course materials,the assignments were really close to the real world scenario and quite relatable.

创建者 Dariusz D

Dec 22, 2018

it's great, everything explained clearly and intuitively, but featback from programming assigment would be better :)

创建者 Javier O

Nov 25, 2018

Very important common practices in ML, especially the tips of error analysis and ways to solve very common problems.

创建者 Ashley C A

Apr 24, 2018

Very interesting course. Excellent tools and tips on how to guide your deep learning development.

Useful information.

创建者 JiChen

Sep 20, 2017

It's a great course for new comers to learn much about how to start a ML project, as well as some great strategies.

创建者 Santiago F G

Aug 31, 2017

Superb course!! The materials are very new, directly coming from the vast knowledge and great honesty of Andrew Ng.

创建者 kaleem u

Feb 11, 2023

It's a knowledge-worth course that has helped me understand project management and structuring in machine learning.

创建者 Sarvjeet S

Aug 27, 2022

Amazing Course. Strongly recomended if you want to persue a carrer in data science/artificial intelligence domain.

创建者 Sanchit V P

Nov 30, 2021

This course covers possible problems that you would encounter while working on any DL project, and their solutions.

创建者 Shao Y

Feb 6, 2021

Very helpful strategy to tackle machine learning projects. The contents are easy and clear to understand as always!

创建者 DANIEL F C C

Nov 11, 2020

Perhaps the best course in the series, I'll definitely be coming back to further explore the ideas or as reference.

创建者 Aditya M

Sep 6, 2020

it was a great course, all the concepts were explained with good examples. great quizzes to test one's learnings :)

创建者 Aaron H

Jun 16, 2020

Really excellent course. Definitely opened my eyes to a more strategic and systematic approach to machine learning.

创建者 Jonathan M

May 12, 2020

Gives a lot of practical advice that helps one understand how to apply the concepts that were presented previously.

创建者 P S P 4 B E E

Mar 28, 2020

The course was full of knowledge and resources such as the quizz. Andrew Ng Sir teaching and examples were awesome.

创建者 Mohammad H Z H

Mar 25, 2020

From this course, I have learned unique techniques to handle my own future projects. Thanks to Andrew and Coursera.

创建者 Mr.Doctor

Oct 6, 2019

Excellent mature route while starting a real deep learning projecte, Adrew's rich experience can really help a lot.

创建者 Joshua G

Apr 29, 2019

Amazing course cover not-to-common concepts that will save you innumerable hours in your machine learning projects.

创建者 Tuo W

Mar 29, 2019

It is highly recommended, and you can have a clear and broad-view of how to organize and manage a mature DL project

创建者 Pedro H

Dec 6, 2018

Good compilation of tricks to improve efficiency when developing, training and testing your deep learning projects.

创建者 Felton Y

Nov 30, 2018

Giving me much intuition about the stratege and ideas in ML.I think that will be very useful for me in the future.