Chevron Left
返回到 Structuring Machine Learning Projects

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:

2276 - Structuring Machine Learning Projects 的 2300 个评论(共 5,746 个)

创建者 Narendra P

Feb 11, 2018

A great course on how to go about developing the neural nets in reality!

创建者 Kimi T

Feb 8, 2018

Provide valuable practical tips in real-world ML projects, super useful!

创建者 yan z

Dec 25, 2017

a lot of great tricks and tips of helping deploy and analyze ML systems.

创建者 Juan R C C

Oct 26, 2017

Imprescindible course for who thinks to start any kind of ML/DL project

创建者 洪锋

Sep 20, 2017

清楚了了解到了和完成ML Project相关的一些问题,并理解了transfer learning和multiple task learning

创建者 Qifan W

Aug 24, 2017

Very practical course that you cannot learn from any university program!

创建者 Syed H A

Jul 21, 2023

Amazingly Structured with a lot of practical situations. Helped me alot

创建者 Aashish K

Jan 9, 2022

Excellent insights, not really taught anywhere in the academic courses.

创建者 seyyed s z

Sep 13, 2021

Best of best from Andrew Ng.

Thank you coursera

Thank you Deeplearning.ai

创建者 Ashwin K

Aug 15, 2021

An excellent course to learn various strategies involved in ML projects

创建者 odilbek

Jul 4, 2021

Good insights are given on how to analyze the model and its performance

创建者 Satyajit P

Jan 18, 2021

Great course, wonderful explanations of all stages and steps by Andrew.

创建者 Brian C

Aug 15, 2020

The quizzes (flight simulators) were exceptionally useful and relevant.

创建者 ANWESH N

Jul 21, 2020

one best thing I ever learned till now of the real-world implementation

创建者 Dong Z

Jul 13, 2020

I gained lots of knowledge about the complete workflow of a ML project.

创建者 TC

Jun 29, 2020

Short course but surprisingly packed with practically relevant content.

创建者 Ali M

Jan 3, 2020

This was a rare opportunity to learn what I have been missing for years

创建者 Jeffrey W

Nov 17, 2019

Practical ways to manage a project to reduce errors in a systematic way

创建者 BlueBird

Aug 22, 2019

Through this course, I understand the thinking hidden in deep learning.

创建者 邓晓涛

Aug 8, 2019

Get more experiece from practice, really help and useful in daily work.

创建者 Alan S

Jul 22, 2019

Beneficial course with valuable insights oh how to manage an ML project

创建者 Great S L

Jun 25, 2019

Exceptionally constructive lecture for Machine Learning practitioners!!

创建者 Nemanja J

Apr 3, 2019

you are the best, this should be referent point of presenting knowledge

创建者 Ajay S

Feb 21, 2019

A great course learn a lot thanks for the financial aid for the course.

创建者 Mohamed F

Jan 19, 2019

very interesting i had learns a lot it will help me in my master thesis