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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:

2701 - Structuring Machine Learning Projects 的 2725 个评论(共 5,746 个)

创建者 Hamidreza F

Aug 13, 2018

Really Helpful for managing the deep learning projects.

创建者 Alexander L

Jul 22, 2018

a lot of real world questions are explained! awesome!!!

创建者 Pankaj S

Apr 15, 2018

Undoubtedly the most practical course....Thanks a lot..

创建者 Alexander G

Mar 31, 2018

Thank's a lot for numerous useful tricks and methodics!

创建者 Wurihan

Mar 25, 2018

I thought I learnt about engineering theory on projects

创建者 Malek B

Mar 16, 2018

Amazing courses thank you Andrew and all coursera team.

创建者 brightmart

Mar 14, 2018

single value metric+dev set let us focus on our target.

创建者 Héctor C

Nov 22, 2017

This is the course of the program that MAKES YOU THINK.

创建者 Pablo V I

Oct 30, 2017

The best practical machine learning course I ever done!

创建者 Gordon L W C

Oct 21, 2017

Useful practices for building machine learning project.

创建者 David L

Sep 13, 2017

Really useful. lots of useful tips and practical advice

创建者 Victoria G

Aug 29, 2017

High quality lesson, looking forward to lesson 4 and 5.

创建者 AMIT K

Nov 11, 2023

Very Deep and Easy to Understand the each minute topic

创建者 YesMan F

Jul 29, 2021

a huge thanks to deeplearning ai for the great course

创建者 Suraj P

Feb 17, 2021

Very unique material you can rarely find anywhere else

创建者 PRAKASH K

Jan 4, 2021

This is really good course and I learnt a lot from it.

创建者 Amit K G

May 1, 2020

Best course to understand how to structure ML projects

创建者 Мазитов М Р

Apr 16, 2020

found it easy but useful - many thanks for this course

创建者 Maxim V

Nov 3, 2019

A great source of info otherwise difficult to come by.

创建者 Yazid H

Oct 20, 2019

Short and sweet, ideas very clear and well illustrated

创建者 Himanshu R

Oct 14, 2019

best for basics, derivations and learning from scratch

创建者 RICHIK G

Sep 22, 2019

understood how to proceed and how to finish a ml model

创建者 diptanshu s

Apr 8, 2019

Very practical - Useful concepts for transfer learning

创建者 NAGARAJ R

Jan 23, 2019

Fantastic course. Concepts can be applied right away.

创建者 Sai V K S

Jan 19, 2019

Highly recommended for deep learning project managers.