Professional Development Resources
💼

Professional Development Resources

AI Education Resources

Name
URL
Description
Difficulty
Free
Grade Level
Organization
Subject Area
Tags
Time Required
Type

Teen-appropriate video series covering AI topics from basic concepts to ethics and societal impact.

Beginner
9-12Teacher PD
Other
Computer ScienceCross-Curricular
AI FundamentalsFreeStudent-Ready
15-30 min
Video

Free online course on using AI to enhance learning outcomes. Introduces AI concepts and practical classroom applications.

Intermediate
Teacher PD
Other
Computer ScienceCross-Curricular
Teacher TrainingFreeAI Fundamentals
Self-paced
Course

National guidelines for AI education organized around five big ideas: Perception, Representation & Reasoning, Learning, Natural Interaction, and Societal Impact.

Beginner
All GradesTeacher PD
AI4K12
Computer ScienceCross-CurricularDigital Citizenship
AI FundamentalsTeacher TrainingISTE AlignedFreeResearch-backedStandards-aligned
Self-paced
Framework

Free, hands-on AI curriculum for K-12. Complete lesson modules with plans, slides, and worksheets for various grade ranges, all designed for teachers without prior AI knowledge.

Beginner
All GradesTeacher PD
MIT
Computer ScienceCross-CurricularScienceSocial Studies
Complete LessonsFreeAI FundamentalsTeacher TrainingResearch-backed
Multi-day
Lesson Plan

ISTE's comprehensive AI education resources including lesson plan guides, articles, and downloadable guidebooks for different levels (elementary, secondary, computer science).

Beginner
Teacher PDAll Grades
ISTE
Cross-CurricularComputer ScienceDigital Citizenship
Standards-alignedCommunityTeacher TrainingISTE AlignedFree
Self-paced
Guidebook

Research-based framework for AI literacy education focusing on Understand-Evaluate-Use model with emphasis on human judgment and justice.

Intermediate
Teacher PDAll Grades
Digital Promise
Cross-CurricularDigital Citizenship
Research-backedTeacher TrainingAI FundamentalsFreeISTE Aligned
Self-paced
Framework

Comprehensive toolkit for schools to create policies and guidance around AI. Includes sample vision statements, principles for AI use, and presentation materials.

Intermediate
Teacher PD
TeachAI
Cross-CurricularDigital Citizenship
School PoliciesImplementation GuideTeacher TrainingFreeStandards-aligned
Self-paced
Guidebook

AI tries to guess what you're drawing in 20 seconds. Great for introducing pattern recognition and computer vision concepts.

Beginner
K-23-56-89-12
Google
Computer ScienceArtsCross-Curricular
Quick DemoNo Account RequiredFreeStudent-ReadyAI Fundamentals
5-10 min
Game

Train AI models using your webcam, microphone, or files. Students can create image, audio, or pose recognition models without coding.

Beginner
3-56-89-12
Google
Computer ScienceCross-CurricularScience
AI FundamentalsHands-OnFreeNo Account RequiredStudent-Ready
15-30 min
Interactive Tool

Create machine learning projects in Scratch. Train models for text, images, numbers, or sounds with excellent step-by-step tutorials.

Intermediate
6-89-12
Other
Computer ScienceCross-Curricular
Hands-OnAI FundamentalsFreeComplete Lessons
45-60 min
Interactive Tool

Train AI to clean up the ocean by recognizing fish vs. trash. Complete curriculum with teacher guides showing importance of training data quality.

Beginner
K-23-5
Code.org
Computer ScienceScienceCross-Curricular
Hands-OnComplete LessonsFreeAI Fundamentals
45-60 min
Lesson Plan

🎓 Deep Dive Courses & Certifications for Educators

These programs go beyond one-day workshops and provide structured PD, micro-credentials, or certifications that can support your professional growth and classroom integration of AI.

📑 Database

Name
Provider
Focus
Link
Elements of AI
University of Helsinki + Reaktor
Free global MOOC introducing AI concepts in accessible language; no coding required. Great for baseline PD or student enrichment.
Google for Education: AI and Machine Learning
Google Applied Digital Skills
Free modules with hands-on AI activities aligned to classroom projects.
DeepLearning.AI Short Courses
DeepLearning.AI (Coursera)
Bite-sized, highly current courses on generative AI, prompt engineering, and AI ethics.
Microsoft Learn AI Educator Program
Microsoft
PD pathway with educator badges and modules on using AI tools responsibly in the classroom.
AI for Everyone
Andrew Ng (Coursera)
Non-technical introduction to how AI works and impacts industries; useful for teacher background.
Harvard CS50’s Introduction to Artificial Intelligence with Python
Harvard (edX)
More technical course exploring AI algorithms and applications; for CS teachers or advanced PD.
AI in the Classroom: A new Canva certification for teachers
Canva
free AI certification for teachers, helping them confidently introduce AI into their classrooms.
AI+ Educatorâ„¢
AI Certs
Artificial Intelligence (AI) in Education Certificate
USD