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Artificial Intelligence (AI) Education for Teachers · LearnSpace
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Artificial Intelligence (AI) Education for Teachers

Курс от Macquarie University, IBM
Начальный≈ 22.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Generative AI is transforming education — but before you can harness it effectively, you need to understand the foundations it's built on. This course is where that journey begins. Developed before the rise of Generative AI, this course is designed by teachers, for teachers, and answers the questions that matter most: What is AI, really? How has it evolved over the last 70 years, and how does it relate to human intelligence? What skills — design thinking, critical and creative thinking, computational thinking — do learners need to engage with it meaningfully? And how do we ensure it works for the good of society, not against it? By working through these foundations, you'll build the AI literacy and the critical lens that today's educators need, not just to understand AI, but to teach it across all areas of the curriculum with confidence and purpose. There is also a unique opportunity to implement a Capstone Project with your students alongside your own professional learning. Developed through a collaboration between Macquarie School of Education at Macquarie University and IBM Australia, this course is aligned to AITSL 'Proficient Level' Australian Professional Standards at AQF Level 8. This course sets you up for the next step in the specialisation, where you'll move from understanding AI to actively working with Generative AI tools which teaches how to prompt effectively, design AI-enhanced lessons, and integrate AI into your teaching practice while maintaining your professional expertise and judgement.

Навыки, которые вы освоите

Data EthicsMachine LearningEducation and TrainingAnalytical SkillsHuman LearningAI literacyAI IntegrationsCritical ThinkingInstructional DesignInstructional StrategiesTeaching

Программа курса

6 модулей · 125 учебных материалов

01Welcome to AI Education for Teachers11 материалов

Course Overview

Welcome and introduction to Artificial Intelligence (AI) for TeachersВидеоWhy do teachers and students need to know about AI?ЧтениеCourse background and accreditationЧтениеOverview of course structureВидео

Учитесь у экспертов

Dr Anne Forbes

Senior Lecturer, STEM Education

Dr Markus Powling

Senior Research Officer

Artificial Intelligence (AI) Education for Teachers
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Обучение на Coursera

≈ 22.8 ч

6 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Course structure and learning outcomesЧтение
Learning activities and resourcesЧтение

External Projects

Student resourcesЧтение

Podcasts

Podcast with Professor Garry FalloonЧтениеPodcast with Toby FlavellЧтениеConnecting AI to Your Teaching RealityDIALOGUEUnderstanding Artificial Intelligence (AI) in EducationЗадание
02AI Fundamentals: History and Applications30 материалов

Module Overview

About this moduleЧтениеIntroduction to AI, its history and applicationsВидео

What is AI?

Activity: What is Intelligence?ЗаданиеWhat is intelligence? (continued)ЧтениеStrong AIЧтениеThe development of narrow AIЧтениеMachine learningЧтениеVideo: Machine learning and artificial intelligencePLUGINMachine Learning for KidsЧтениеVideo: Machine Learning for KidsPLUGINActivity: Defining AIЗаданиеDefinitions of AIЧтениеIntelligence augmentationЧтениеRelationships between AI and related areasЧтение

Knowledge Check

What is AI?Задание

History of AI

The Turing TestЧтениеDevelopments in computer hardwareЧтение

Knowledge Check

History of AIЗадание

Applications of AI

Podcast with Professor Deborah RichardsЧтениеAI in Schools: From Virtual Agents to Student WellbeingDIALOGUEIntroducing MitsukuОбсуждениеJeopardyЧтениеAutonomous carsЧтениеAI Flood Warning Advisor: Data Quality for Reliable AlertsDIALOGUE

Knowledge Check

Applications of AIЗадание

Module Summary

Knowledge Module: Activities and resourcesЧтение

Module Assessment

Knowledge ModuleЗадание
03Design and Critical Thinking for AI32 материалов

Module Overview

About this moduleЧтениеOverview of design thinking, and critical and creative thinkingВидео

Design Thinking

History of design thinkingЧтениеAn important principleЧтениеWhat is design thinking?ЧтениеDesign thinking definedЧтениеModels of design thinkingЧтениеApplying design thinking in an educational contextЧтениеVideo: Design thinking teacher training Part 1 of 2PLUGINVideo: Design thinking teacher training Part 2 of 2PLUGINPodcast with Steve NouriЧтениеTeaching AI as a Real-World Problem-SolverDIALOGUE

Knowledge Check

Design ThinkingЗадание

Critical and Creative Thinking

Developing thinking skillsЧтениеUnhelpful stereotypes of critical and creative thinkingЧтениеDefining critical and creative thinkingЧтениеCreativity in STEMЧтениеCreativity in STEM (continued)ЧтениеArt as a catalyst for critical thinkingЧтение

Knowledge Check

Critical and Creative ThinkingЗадание

Module Summary

Skills Module — Part A: Activities and resourcesЧтение

Module Assessment

Skills Module — Part AЗадание
04Data Fluency and Computational Thinking30 материалов

Module Overview

About this moduleЧтениеOverview of data fluency, and computational thinkingВидео

Data Fluency

What is data fluency?ЧтениеWhat is data?ЧтениеData in educationЧтениеDefinitions from the Mathematics Syllabus glossaryЧтениеGarbage in, garbage out (GIGO)ЧтениеAccuracy of decision-makingЧтениеData and decision-making in AI applicationsЗаданиеExamining a data setЧтениеDecision-making: Dog or cat?ЧтениеPhotographic data sets of dogs and catsЧтениеTraining a machine learning model in MLFKЧтениеData within a machine learning projectЧтениеPodcast with Dr Cormac PurcellЧтениеAI in Cutting-Edge Science: From Galaxies to BushfiresDIALOGUE

Knowledge Check

Data FluencyЗадание

Computational Thinking

Computational thinking influencersЧтениеVideo: Seymour PapertPLUGINVideo: Jeanette WingPLUGINComputational thinking in the Science and Technology syllabusЧтениеComputational thinking conceptsЧтениеActivity: Computational Thinking in 21st Century SkillsЗадание

Knowledge Check

Computational ThinkingЗадание

Module Summary

Skills Module - Part B: Activities and resourcesЧтение

Module Assessment

Skills Module - Part BЗадание
05Ethical AI and Bias Awareness19 материалов

Module Overview

About this moduleЧтениеIntroduction to ethical decision making, and bias awarenessВидео

Ethical Decision Making

Activity: Applying the CSIRO AI Ethics PrinciplesЗаданиеClosed-circuit television (CCTV) in schoolsЧтениеPersonality-quiz app dataЧтениеPilots and AIЧтениеPodcast with Kaaren KoomenЧтениеWhy AI Ethics Belongs in Schools?DIALOGUE

Knowledge Check

Ethical Decision MakingЗадание

Bias Awareness

Calling the shotЧтениеBias in more consequential decisionsЧтениеCognitive biasesЧтениеPrejudice rather than cognitionЧтение"The data is the code."ЧтениеVideo: AI - Training data and biasPLUGINAI and discrimination

Knowledge Check

Bias AwarenessЗадание

Module Summary

Values Module: Activities and resourcesЧтение

Module Assessment

Values ModuleЗадание
06Course Summary and Teaching Applications3 материалов

Course Summary

ConclusionВидеоNext stepsЧтениеReflecting on Your AI Education JourneyDIALOGUE
Types of AIЧтение
Podcast with Dr Bhavna AntonyЧтение
AI in Healthcare: Medical Imaging and DiagnosisDIALOGUE
Introducing convergent and divergent thinkingЧтение
Video: Convergent vs divergent thinkingPLUGIN
Strategies for fostering thinking skillsЧтение
Four elements of critical and creative thinking in the Australian CurriculumЧтение
ACARA's critical and creative thinking modelЧтение
Solving City Congestion: Critical and Creative Thinking in ActionDIALOGUE
Activity: Why Critical Thinking Matters More in an AI-Rich World?Задание
Creative AIЧтение
Podcast with Professor Emily CrossЧтение
Making AI Relevant to Arts and HumanitiesDIALOGUE
Unplugged activitiesЧтение
Device-based activitiesЧтение
Podcast with Dr Rolf SchwitterЧтение
Where Precision in Language Really MattersDIALOGUE
Чтение