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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:

2101 - Structuring Machine Learning Projects 的 2125 个评论(共 5,746 个)

创建者 Daniel S

Nov 7, 2017

Very practical and great advice on how to run DL projects in real life. Thanks!

创建者 Andrew F

Oct 22, 2017

Solid informative course that goes into detail on structuring machine learning.

创建者 Mikit K

Oct 16, 2017

Amazing course. The materials contains ample theory and practical applications.

创建者 Sn

Sep 14, 2017

This is very good course, very well structured and quiz was pretty interesting.

创建者 Mohammed S

Feb 23, 2023

This course is just the only needed course to become a master at Deep learning

创建者 Victor A

Feb 13, 2022

Amazing, i like how this course focused on real life scenarios from a DL team!

创建者 Rich

Jan 7, 2022

Wonderful teaching, kudos to Prof. Ng for explaining the concepts so clearly!

创建者 Vahe V

Jun 9, 2021

Very practical and needed skills, examples taken from real-world applications!

创建者 Toavina A

May 4, 2021

Rare to see this kind of material in courses, but very helpful and applicable.

创建者 Rohit M

Jan 16, 2021

Great course to structure your thinking and achieve unrealized impact quickly.

创建者 Manjeet P

Nov 7, 2020

This course will give a different dimension to individuals learning ML and AI.

创建者 Taher K

Jul 25, 2020

This course was very instructive and I feel like a master in machine learning.

创建者 Sepehr S

Jun 17, 2020

Interesting course about intuition of how to manage a machine learning project

创建者 Simon B C

May 2, 2020

This course provided some usefull insights. Also Andrew Ng is a great teacher.

创建者 SHAKYA D

Apr 23, 2020

Very well structured course on how to manage and lead a deep learning project.

创建者 Alexandr G

Feb 3, 2020

Great systematization of knowledge, even for people with extensive experience!

创建者 Abhishek T

Jan 2, 2020

Very good insights on how to chase a problem from scratch in machine learning!

创建者 Shawn H

Oct 5, 2019

Great class with unique content for how to best manage a deep learning project

创建者 Brian S

Aug 28, 2019

Excellent detail, effective quizzes, great examples, and a very clear teacher.

创建者 Dr. H Y

Aug 19, 2019

The course is great! The problems and solutions are clearly and easily stated.

创建者 borja v

Aug 19, 2019

Top deep learning heroes! Top strategic machine learning managemment projects!

创建者 Raj S

Mar 30, 2019

It was a good idea to place this course in the middle of a neural network flow

创建者 Tarun M

Feb 24, 2019

Really interesting and informative session. Will keep going with more lessons.

创建者 Navnit K

Dec 4, 2018

Nice and challenging Quizzes with flight simulators . Absolutely loved them :)

创建者 Tuan L

Nov 20, 2018

It is a great course, highly recommended for those who wants to work in the AI