Introduction to Artificial Intelligence (AI) and Real Cases from Industries(人工智慧介紹與實務案例)

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60 學生

課程介紹
Introduction
Welcome to World of AI...
In this 30 hours Al course you will learn what Artificial Intelligence (AI) is, explore use real cases and plenty of applications on Al, understand AI concepts and terms like machine learning, deep learning and data science. You will be exposed to various issues and concerns surrounding variety industries such as Manufacturing, Medical, Financial and Agriculture...etc.You will get advice from experts about learning and understanding to apply your business in AI. We advices all of registers demonstrate Al in action with a mini project by the end of course. This course does not require any programming or computer science expertise and is designed to introduce the basics of Al to anyone whether you have a technical background or not.
授課教師
Instructor
  • Che-Wei Lin  Assistant Professor.

National Cheng Kung University

  • Johnson Yang Digital Transformation Director.

Chinese ASIA Pacific AIOT Development Association

  • Chai Kou-Hsing Analyst of Digital Agriculture.

Agricultural Technology Research Institute Data

  • Jon Huang Founder and CEO.

Open AI Fab

  • Yu Jen Ta Director.

Premium Health Exam Center of Tung’s MetroHarbor Hospital

  •  Yun-Nung Chen Assistant Professor.

Dept. of Computer Science and Information Engineering National Taiwan University

  •  Yen-Hung Chen Assisted Professor.

Dept. of Information Management, National Taipei University of Nursing and Health Science

授課語言
Language
English
授課方式
Operation
online+Livestream
製作單位
Creators
DIGI+Talent Academy
課程時數
Course hours
32hr

 

課程大綱

Course Information
Course Information 00:00:00
0.Pre-test
Introduction to Artificial Intelligence (AI) and Real Cases from Industries_pre-test 01:00:00
Introduction to Artificial Intelligence (AI) and Real Cases from Industries-Students Confident in AI_pre-test 01:00:00
1. 9/14 10:20am-12:10pm[Livestream] : Course Briefing and Introduction
PPT Download 00:00:00
9/14 Weekly task 1 年
9/14 Learning Afterthought 150, 00:00
Video:Course Briefing and Introduction 00:00:00
2. 9/21 [online] : The age of AI :example of using artificial intelligence to fight the 2019-nCov
PPT Download 00:00:00
Video:The age of AI :example of using artificial intelligence to fight the 2019-nCov 00:00:00
Course Resources 00:00:00
3. 9/28 [online] : Introduction to AI fundamentals and real-world examples
PPT Download 00:00:00
Video:Introduction to AI Fundamentals and Real-world Examples 00:00:00
9/28 Weekly task 5 月
9/28 Learning Afterthought 150, 00:00
4. 10/5 [online] : Introduction of Machine & Deep Learning
PPT Download 00:00:00
Vidoe:Introduction of Machine & Deep Learning 00:00:00
5. 10/12 [online] : Using Digital Tool to Promote Agricultural Business
PPT Download 00:00:00
Video:Using Digital Tool to Promote Agricultural Business 00:00:00
10/12 Weekly task 5 月
Q&A time 150, 00:00
6. 10/19 [online] : Principles of Data Science
PPT Download 00:00:00
Video:Principles of Data Science 00:00:00
7. 10/26 10:20am-12:10pm[Livestream] : AI & Data Science Hands-on Practice
PPT Download 00:00:00
10/26 Video:AI & Data Science Hands-on Practice 00:00:00
10/26 Feedback&QA 00:00:00
10/26 Feedback&QA 10, 00:00
8. 11/2 10:20am-12:10pm[Livestream] : AI & Data Science Hands-on Practice & QA
PPT Download 00:00:00
11/02 Video 00:00:00
11/2 weekly task 00:00:00
11/2 weekly task 10, 00:00
9. 11/09 [online] : Midterm Exam-online test
10. 11/16 [online] : Implementing a Hospital-Scale AI System - A Deep Walkthrough
PPT Download 00:00:00
Video:Implementing a Hospital-Scale AI System - A Deep Walkthrough 00:00:00
Test-Implementing a Hospital-Scale AI System - A Deep Walkthrough 01:00:00
11. 11/23 [online] : The overview of Convolutional Neural Networks: when/how it works.
PPT Download 00:00:00
Video:The overview of Convolutional Neural Networks: when/how it works. 00:00:00
Test-The overview of Convolutional Neural Networks: when/how it works 01:00:00
12. 11/30 [online] : NLP: Trends & Overview
PPT Download 00:00:00
Video:NLP: Trends & Overview 00:00:00
Test-NLP: Trends & Overview 01:00:00
13. 12/07 [online] : NLP: Principles
PPT Download 00:00:00
Video:NLP: Principles 00:00:00
Test-NLP: Principles 01:00:00
14. 12/14 10:20am-12:10pm[Livestream] : Computer Vision & NLP Hands-on Practice
PPT Download 00:00:00
15. 12/21 10:20am-12:10pm[Livestream] : Computer Vision & NLP Hands-on Practice & QA
PPT Download 00:00:00
12/21 weekly task 00:00:00
12/21weekly task 1500:25
16. 12/28 10:20am-12:10pm[Livestram] : Sharing & Feedback
12/28 Sample 00:00:00
Post-test
Introduction to Artificial Intelligence (AI) and Real Cases from Industries_Post-test 01:00:00
Introduction to Artificial Intelligence (AI) and Real Cases from Industries-Students Confident in AI_Post-test 01:00:00

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  • 無限制訪問
  • 19 章節
  • 44 單元
  • 32 小時

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