Se kilde til Kunstig intelligens



=== WORKSHOP MATERIALS ===
{| class="wikitable"
|+
!Material
!'''Type'''
!Author
|-
|[https://docs.google.com/presentation/d/13lwGoe9RmoQ7YBZMe2yv54W7zaRr0ldKCozAx8STatQ/edit?usp=sharing 1. Foundation of AI]
|Google Slides
|Anders Gammelgård-Larsen (MakerBay Foundation)
|-
|[https://docs.google.com/presentation/d/1A2QhDtW7TxOkyDS4KwCA-9nXJJZybvyQIyzMj5IVFG4/edit?usp=sharing 2. Advanced with Hardware]
|Google Slides
|Anders Gammelgård-Larsen (MakerBay Foundation)
|-
|[https://docs.google.com/presentation/d/1ZajTkTIpmTS5mzM5bDSVxoYIAYsg7Z8mB6TE_bhldS0/edit?usp=sharing 3. Advanced with Mobile App]
|Google Slides
|Anders Gammelgård-Larsen (MakerBay Foundation)
|}


=== '''EDUCATIONAL SOFTWARE''' ===
Which tools can I use to learn about Machine Learning?
{| class="wikitable"
|+
!Name
!Coding?
!Description
|-
|[[Teachable Machine]]
|No-Code
|Create ML model in 5 min
|-
|[[PictoBlox]]
|Block-Code
|Scratch alternative with AI extensions
|-
|[https://machinelearningforkids.co.uk/ Machine Learning for Kids]
|No-Code
|Work with Scratch / MIT App Inventor
|-
|[[Scratch]]
|Block-Code
|Develop games and visual programs
|-
|[[MIT App Inventor]]
|Block-Code
|Develop mobile apps
|}


=== EDUCATIONAL RESOURCES ===
Where can I find more resources on AI?
{| class="wikitable"
|+
!Name
!Creator
!Description
|-
|[https://www.dayofai.org/ Day of AI]
|MIT RAISE, i2 Learning
|AI Curriculum and activities for K-12 students
|-
|[https://ai-4-all.org/open-learning/resources/ Bytes of AI]
|AI4ALL
|AI Curriculum for High School Teachers
|-
|[https://course.elementsofai.com/ Elements of AI]
|University of Helsinki, Reaktor
|Series of free online courses on AI
|-
|[https://computingeducation.de/aiunplugged-en.pdf AI Unplugged]
|Annabel Lindner, Stefan Seegerer
|Activities and teaching material on artificial intelligence
|-
|[https://www.digitaltechnologieshub.edu.au/teachers/lesson-ideas/ai-lesson-plans Resources by DTHub]
|Digital Technologies Hub, Australia
|Collection of lesson ideas on AI for various levels
|-
|[https://skillsbuild.org/students/course-catalog/artificial-intelligence?ref=optai-foundations-powered-by-iste-and-ibm%2F Resources by IBM]
|IBM
|Online courses and educator ressources
|-
|[https://www.iste.org/areas-of-focus/AI-in-education Resources by ISTE]
|International Society for Technology in Education
|Curricular resources on AI for various levels
|-
|[https://docs.google.com/document/d/1e9wx9oBg7CR0s5O7YnYHVmX7H7pnITfoDxNdrSGkp60/edit MIT AI Ethics Education Curriculum]
|MIT Media Lab
|An Ethics of Artificial Intelligence Curriculum for Middle School Students
|-
|[https://trekhleb.dev/machine-learning-experiments/#/ Machine Learning Experiments]
|Oleksii Trekhleb
|Collection of ML algorithms
|-
|[https://www.survivalofthebestfit.com/ Survival of the Best Fit]
|Gabor Csapo, Jihyun Kim, Miha Klasinc, Alia ElKattan
|Short game to discuss AI Bias and discrimination in job recruitment.
|-
|[https://studio.code.org/s/csd7-2022 CS Discoveries - Unit 7:  AI and Machine Learning]
|Code.org
|AI Curriculum with 22 total lessons
|}


=== '''AI EXPERIMENTS''' ===
Collection of fun games to demonstrate uses of Machine Learning
{| class="wikitable"
|+
!Name
!Creator
!Description
|-
|[https://experiments.withgoogle.com/quick-draw Quick, Draw!]
|Google
|Demonstrate how Machine Learning can be trained to recognise drawings.
|-
|[https://experiments.withgoogle.com/scroobly Scrooble]
|Google
|Draw your own AR character
|-
|[https://experiments.withgoogle.com/lipsync LipSync]
|Google
|Lip sync to the song (Very fun!)
|-
|[https://experiments.withgoogle.com/emoji-scavenger Emoji Scavenger Hunt]
|Google
|Find items before the timelimit!
|-
|[https://experiments.withgoogle.com/semi-conductor Semi-conductor]
|Google
|Move your body as an Orchestra Conductor!
|}


=== OPEN DATA ===
Where can I find public datasets to train my ML model?
{| class="wikitable"
|+
!Source
!Description
|-
|[https://www.opendata.dk/ Open Data DK]
|Data related to Denmark
|-
|[https://www.kaggle.com/datasets Kaggle]
|Explore trending dataset
|-
|[https://datasetsearch.research.google.com/ Google Dataset Search]
|Specific queries
|-
|[[wikipedia:List_of_datasets_for_machine-learning_research|Wikipedia]]
|Organised by datatype
|}


=== API ===
Where can I find Machine Learning API’s to use in my project?
{| class="wikitable"
|+
!Name
!Description
|-
|[https://pretrained.ai/ Pretrained.ai]
|Pre-trained ready-to-use machine learning models for images and text.
|-
|[https://uclassify.com/ uClassify]
|Collection of 114 Natural Language API’s
|-
|[https://rapidapi.com/category/Machine%20Learning RapidAPI]
|API database
|}