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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.

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1226 - Structuring Machine Learning Projects 的 1250 个评论(共 5,746 个)

创建者 Mohamed M K

May 27, 2020

Many thanks Andrew Ng, your way of teaching things is so motivating and captures attention for sure. you're simply the best !!!

创建者 Luiggi A

May 25, 2020

I loved this course, I learned a lot of how to start and manage a group project if I am starting a new machine learning project

创建者 Anubhav B

May 16, 2020

Very practical advises on this course. Instantly I saw them applied to one problem at hand and very schematic approach as well.

创建者 Paul F G

Jun 9, 2019

Great third course in the series! Feels like we are now catching up to what is currently out there and being done in the field.

创建者 Dongrui J

Mar 8, 2019

Much easier compared to the previous two courses.

Teaching more practice experience and advice rather than algorithm and coding.

创建者 Onur A

Jan 27, 2019

This course gives the strategies that can be applied to various learning problems. The quiz scenarios are also very instructive

创建者 Lakshmi N S

Jan 22, 2019

Thank you for clarifying on how to start working on a problem statement, how to approach and how to see the requirement itself.

创建者 Rishabh J

Nov 18, 2018

Great insights given by this course. I encourage other to take this course and learn to see the big picture of deep learning :)

创建者 Ramya N A

Jun 11, 2018

A clear guidance how/not to address Machine Learning Problems with a good variety of AI applications and case studies to solve.

创建者 Miguel l

Apr 20, 2018

Very good course to understand the problems we might face when dealing/developing a machine learning systems in the real world.

创建者 Carlos S

Apr 12, 2018

Although there is not a programming assignment, it is a must if you want to actually know how to attack a deep learning problem

创建者 Vansh

Jul 3, 2023

fantastic course, I got an insight into how a machine learning project is built and what decisions are made during development

创建者 Julya

Jan 16, 2022

some challenges i've found in real project, I found the recommendation to solve them from this course. thank you Andrew & team

创建者 Mikko S

Feb 27, 2021

Really useful and practical course! The course gave lots of practical advice on how to run efficiently deep learning projects.

创建者 Anuj K S

Apr 11, 2020

Nice one to understand where to start and all parameter to keep in mind while design any Deep Learning Applications. Thank you

创建者 Thiago G M

Dec 22, 2019

O curso é muito didático e consegue passar os principais conhecimentos sobre Deep Learning de forma direta, concisa e precisa.

创建者 Asaduddin A Z

May 2, 2019

This is a great additional course for everyone to structure machine learning until production, Andrew's advice is very useful.

创建者 Claudio C

Feb 18, 2019

I think this is great at any level of expertise. It makes people aware of design methodologies which are not always intuitive.

创建者 ANUSHKA A

Jan 16, 2019

Highly recommended. One of the rare courses which train you for real challenges you face in handling any Data Science project.

创建者 Gary W

May 30, 2018

Very practical cases is really helpful me to understand ML deeply from this course. I like them.

Thanks Andrew and your team!!!

创建者 Baurjan S

Jan 27, 2018

This one was a bit more bumpy, but still well structured. Will need to go over it once again, when done with the whole course.

创建者 Omair M K

Dec 24, 2017

Very practical advice that I can definitely apply in real-life machine learning projects on the job or even on hobby projects.

创建者 PRAHARSH K S

Nov 8, 2017

Machine Learning flight simulator is a really good way to give hands on experience on approach towards practical ML projects..

创建者 Eric M

Aug 24, 2017

A short course, but chock full of practical advice on what to do & what to avoid when working on ML problems. I learned a lot.

创建者 Jennifer R

Nov 13, 2020

This course really helped me contextualize all the tools and skills I developed in the first two courses of this certificate.