人工智慧基本原理及概念6

AI的基礎

AI研究的範疇 

實作1:人臉產生器

實作2-機器視覺(Computer Vision)

實作3-自然語言處理(Natural Language Processing，NLP)

教學說明

實作4-創造自己的卡通人物

(1)(筆電桌機手機平板)

教學影片

(2)(手機平板)需要帳密才可安裝

教學說明

總結性評量:

筆電桌機同學

1.進入Quizizz

2.輸入代碼

3.輸入學號.點Start

4.開始測驗.共10題

5.參與者的成績及答題狀況

平板手機同學

學習

AI的學習資源

教育部AI教材-和AI 做朋友

https://market.cloud.edu.tw/list/ai.jsp

培訓課程

國教署AI課程

https://sites.google.com/mail.shmps.kh.edu.tw/shmpsai/%E9%A6%96%E9%A0%81?authuser=0

台北市AI課程

https://sites.google.com/csjh.tp.edu.tw/taipei-ai?fbclid=IwAR3zZ3JM0iuNzGjX1nuMTIEkC5CYeHiTm2swmqPpXtmsLZN5P4w9ButKRSc

https://www.youtube.com/playlist?list=PLm778hWdXOZmpitrb2A-s4u65QTEkMmCF

https://ono.tp.edu.tw/course/8305/content#/

曾俊夫老師

http://webnas.bhes.ntpc.edu.tw/wordpress/archives/12639

http://1know.net/course/5d39ac65d7e5?v=list

張原禎老師

• http://163.20.119.100/f2blog/index.php?load=read&id=2566&fbclid=IwAR2a0BP3XtmnBNYX1kQ3D08zchcZe02fNfKgccWK4N4hTrpLWOFNveXxqqY
• http://163.20.119.100/f2blog/index.php?load=read&id=2570&fbclid=IwAR3QXOF2E4i2zYU0aC7FPvuKighpPbuQuk-VPy6lByspenMQO7TtNyC1xHU
  
• https://www.youtube.com/watch?v=bQ9IHFlanfM

蔡斐名的學習天地

https://reurl.cc/OqQqzy

雲林SONG

https://yunlinsong.blogspot.com/search/label/%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7

蔡炎龍教授

• https://speakerdeck.com/yenlung/ren-gong-zhi-hui-jie-shao

• https://speakerdeck.com/yenlung/jin-tian-kai-shi-wo-de-ai-ren-gong-zhi-hui-mou-xian-zhi-lu
• https://www.slideshare.net/yenlung/ss-82198270
• https://www.youtube.com/watch?v=T6fLbiV57_0

高怡宣教授

• https://sites.google.com/view/yhkao/ai-%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7?fbclid=IwAR2S_J_8eWTP3MiT211fVxI9aLzt6vTRTsDVXOqxpibRSksihgT3TuSMn2g
• https://www.youtube.com/playlist?list=PLYgGtiVoYLPcLDi-vW02DnSqmD6e6m6lL
  

吳恩達教授公開演講-人工智慧的下一步是什麼？

https://www.youtube.com/watch?v=aFDVw8l5v9Q

李宏毅教授

https://www.youtube.com/watch?v=nlE1fkuETDk&feature=youtu.be&fbclid=IwAR1Xo6ZLHXPl13bxURvknI_PhjHLBan8RqRF_ObnwFwvndJZYt-VJfqLmVY

https://jason-chen-1992.weebly.com/home/-whats-ai

一甲國中科技教育

均一AI(code.org)

http://ccckmit.wikidot.com/ai:nlp

運算思維：一張圖看懂機器翻譯（人工智慧）的原理

編程與人工智能

http://e2lab.ecnu.edu.cn/bcyrgzn/list.htm

自學AI#1-從歷史發展過程看AI

https://makerpro.cc/2019/04/self-learning-series1-of-ai/?fbclid=IwAR2UppPEfR_zqa3RY0iUmhFnFMnLmKnLkI8zjGBnReNHzY33_vLu24IshCc

AI 嘉年華主題演講一：人工智能賦能全球創作與交流平台 / 馬維英博士
https://www.youtube.com/watch?time_continue=1&v=9CXKSLsDthM&feature=emb_logo&fbclid=IwAR0KUjKKgTcZ-wxLkUBnrHYFPhY3LQ7zVDIdA87T4wu9AAaHKaL7259jwLg

人工智慧民主化在台灣 – 陳昇瑋 – PyCon Taiwan 2018

https://www.youtube.com/watch?v=01EJ-eH1RN0&fbclid=IwAR2l8y-f7jGDiB6LNh1yPB0pkcnUxtOsWo-0Jvixme4BDVeF9U7m3OjKgRE

深度學習新手村：PyTorch入門
https://medium.com/pyladies-taiwan/%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92%E6%96%B0%E6%89%8B%E6%9D%91-pytorch%E5%85%A5%E9%96%80-511df3c1c025

深度學習

https://atcold.github.io/pytorch-Deep-Learning/zh/?fbclid=IwAR2Eazx_36AxBKExRRr8DncMdlDK-BIMjYm7G4fBtCMjAZwd1SSLVMHWF_Q

• 鴻海AI
• https://courses.codinglab.tw/p/ai
• https://machinelearningforkids.co.uk/
• https://www.autodraw.com/
  
• https://quickdraw.withgoogle.com/
• https://experiments.withgoogle.com/collection/ai
• https://www.remove.bg/zh
• https://poem.msxiaobing.com/
• https://reurl.cc/xDX4YN
• https://web.learningml.org/en/home-spanish-en-translation/#pll_switcher

K12AI資源

• https://github.com/touretzkyds/ai4k12/wiki/Resource-Directory
• https://aieducation.mit.edu/index.html#home
• https://www.edb.gov.hk/tc/curriculum-development/4-key-tasks/it-for-interactive-learning/modular-computer-awareness-programme/index.html
  
• http://steamcurriculum.weebly.com/scratch-based-machine-learning.html
• https://www.hkedcity.net/goelearning/resource/5e4e368faee1be7664892176
  
• http://www.ai4all.org.cn/page/9
• https://wqbook.wqxuetang.com/read/pdf/3217905
  
• http://cslt.riit.tsinghua.edu.cn/news.php?title=News-2020-02-09
• https://www.jiemodui.com/N/121044.html
  
• https://github.com/touretzkyds/ai4k12/wiki/Book-Series:-AI-Made-Simple
• https://github.com/touretzkyds/ai4k12

Scratch3擴充積木(HTML)

• https://codelab.cognimates.me/
• https://stretch3.github.io/(日本阿部和廣先生)
• https://sites.google.com/view/osep-scratch3
• https://ys-fang.github.io/OSEP/app/(S4A團隊)
• http://elesson.tc.edu.tw/md221/course/view.php?id=296

mblock

• https://www.youtube.com/watch?v=7sbegx3aAh4

kittybot

• https://bbs.kittenbot.cn/forum.php?mod=forumdisplay&fid=60&page=1

數學 in AI

• 有智慧的紙片
• https://scratch.mit.edu/projects/252227798
• https://yunlinsong.blogspot.com/2019/10/scratch.html
• 偷插電的資訊科學 《有智慧的紙片》

Scratch迷宮尋寶與簡易AI設計

• http://beardad1975.blogspot.com/2016/10/scratchmazeai.html
• https://sites.google.com/a/vtsh.tc.edu.tw/wei-dao-zhong-xue-cheng-shi-jing-ying-ban/home/scratch/ooxxjingziqi?fbclid=IwAR1gAYLtHHiKbRjFF6HN9euKUVC31IT3d1j33nMK74hs89TQxNrdzoIW8oM
• https://drive.google.com/file/d/13W-MQEnCyjWqFuDYuL9viVD0zTpjKV65/view?fbclid=IwAR310xUWKxleY37KzV-aumnI_ADDRBsdSbwQK00ywMDRgQaD5ut767ch1WA

Scratch結合AI-使用Scratch學習Machine Learning(機器學習專案)

• http://blog.hashteacher.com/?p=863
  
• https://machinelearningforkids.co.uk/
• https://machinelearningforkids.co.uk/#!/worksheets

其他AI在生活中的19個應用

• https://cloud.tencent.com/developer/article/1133762
  
• https://scratch.mit.edu/users/andrew1050405/
• http://www.drscratch.org/show_dashboard
• 利用 scratch-vm 開發 Scratch 3.0 Extension
• 大陸信息技術BOOK
  
• https://aigo.org.tw/zh-tw
• https://www.onlinedoctranslator.com/app/translationprocess

輕鬆一下