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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

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.

DC

Mar 7, 2018

Going beyond the technical details, this part of the course goes into the high level view on how to direct your efforts in a ML project. Really enjoyable and useful. Thanks for making this available!

筛选依据:

2201 - Structuring Machine Learning Projects 的 2225 个评论(共 5,746 个)

创建者 sai k

Apr 19, 2018

Very Good course in developing and structuring projects in Machine Learning

创建者 Akbar N

Mar 30, 2018

Unique material that you cannot find anywhere if you're in leadership role.

创建者 Jitendra M

Mar 8, 2018

Very nice insights on how to assess your ML algorithm using error analysis.

创建者 Ivan A

Jan 11, 2018

Good explanation for challenges about structuring machine learning project.

创建者 Dragan A

Nov 20, 2017

great information on where to focus depending of the project circumstances!

创建者 Dhaval D

Nov 12, 2017

This is amazing course and gives great insights to Deep learning strategies

创建者 Li L

Oct 26, 2017

A lot of valuable experiences from real projects. Thanks for sharing these.

创建者 HanSeYeong

Sep 25, 2017

These cources are always awesome that I don't need to worry about contents!

创建者 Sachin B

Nov 27, 2022

Good Course only took 2 days to complete the tutorial and the assignments.

创建者 Ali n

Jan 2, 2021

Best for my foundation of Structuring data and bias and variance trade-off

创建者 Ari W R

Aug 23, 2020

That is a fantastic course for about structuring machine learning project!

创建者 Ruslan T

Jul 18, 2020

An amazing course for everyone who works in ML and wonders to do it better

创建者 Manikanteswar

Jun 12, 2020

The way you are teaching to the students is amazing and unforgettable.

创建者 Carlo C

May 23, 2020

As always, maximum vote. Super clear and interesting and useful! Thanks!!!

创建者 qiaojiaxin

Mar 26, 2020

Very nice ,if there will be more programming exercises,it will be perfect.

创建者 Amandeep S B

Feb 20, 2020

Andrew Ng is a superhero of Deep Learning.

My dream is to meet him one day.

创建者 Romain G

Nov 5, 2019

Great to think clearly about what the bottlenecks are and what to do next.

创建者 Jingyu Z

Jul 16, 2019

many useful strategies can adopt to solve problems. really amazing course!

创建者 Rajesh S

Sep 28, 2018

case study and more real world problems mentioned in the lectures are good

创建者 Andrei K

Sep 13, 2018

Good and very useful summary of best practices in structuring ML projects!

创建者 Juan V

Jun 24, 2018

Great course. Lots of knowledge acquired, on an easy step-by-step process!

创建者 yuan j

Nov 20, 2017

I learnt how to proceed a machine learning project in this amazing course

创建者 Tianwen L

Oct 8, 2017

It's very exciting to have such practical advice, it's awesome. Thank you.

创建者 Grant H

Oct 1, 2017

Continues the high quality of courses in the Deep Learning specialization.

创建者 Tyler M

Sep 23, 2017

Excellent introduction to the process of creating and evaluating projects.