Teaching with AI Skills
Education is in the midst of digital transformation. AI skills offer teachers and trainers structured tools to create educational content, assess learners, and personalize learning paths.
Educational Content Creation
Structured Courses
## Course Design Skill
For each course module:
1. Learning objectives (Bloom's verbs)
- Remember: list, define, identify
- Understand: explain, summarize, interpret
- Apply: use, solve, demonstrate
- Analyze: compare, differentiate, categorize
- Evaluate: judge, justify, argue
- Create: design, produce, combine
2. Required prerequisites
3. Progressive content (simple to complex)
4. Associated practical activities
5. Additional resources
6. Assessment aligned with objectives
Exercises and Assessments
## Assessment Design Skill
Assessment types:
- MCQ: 4 options with 1 correct, plausible distractors
- Practical exercises: clear instructions, evaluation criteria
- Projects: specifications, grading rubric, milestones
- Self-assessment: rubric with mastery levels
Principles:
- Alignment with learning objectives
- Progressive difficulty
- Constructive feedback for each incorrect answer
- Transparent grading communicated in advance
Pedagogical Differentiation
Adaptive Pathways
## Adaptive Learning Skill
To personalize learning:
1. Initial diagnostic assessment
2. Learner level identification
3. Adapted pathway proposal:
- Beginner: fundamentals + guided practice
- Intermediate: deepening + autonomous exercises
- Advanced: complex projects + mentoring
4. Regular checkpoints
5. Pathway adjustment based on progress
Managing Heterogeneity
## Differentiation Skill
Differentiation strategies:
- By content: same topic, variable depth
- By process: same objective, different paths
- By product: same skill, varied output formats
- By environment: individual, pair, group work
Assessment and Feedback
Evaluation Rubrics
## Rubric Skill
Rubric structure:
| Criterion | Insufficient (1) | Acceptable (2) | Good (3) | Excellent (4) |
|---|---|---|---|---|
| Understanding | ... | ... | ... | ... |
| Application | ... | ... | ... | ... |
| Analysis | ... | ... | ... | ... |
| Communication | ... | ... | ... | ... |
Each cell describes an observable and measurable behavior.
Constructive Feedback
## Feedback Skill
Feedback structure:
1. Specific positive point (not just "good job")
2. Improvement area with concrete example
3. Action suggestion for progress
4. Encouragement and perspective
Tone: supportive, specific, progress-oriented
Professional Training
Training Engineering
## Training Design Skill
Designing training:
1. Needs analysis (interviews, questionnaires)
2. Target competency definition
3. Pedagogical sequencing (modules, durations)
4. Modality choice (in-person, remote, hybrid)
5. Material creation (slides, exercises, case studies)
6. Hot and cold evaluation
Corporate Training
## Corporate Training Skill
Corporate specifics:
- Link each training to a business objective
- Measure training ROI
- Involve managers in follow-up
- Offer micro-learning for reinforcement
- Certify acquired skills
Tools and Platforms
LMS and Skills
Skills can guide content creation for LMS:
## LMS Content Skill
For each e-learning module:
- Duration: 15-20 minutes maximum
- Interactivity: at least 1 interaction per 3 minutes
- Multimedia: short video + text + exercise
- Accessibility: subtitles, transcription, keyboard navigation
- Mobile: responsive content
Flipped Classroom
## Flipped Classroom Skill
Before class:
- 10-15 minute video content
- Comprehension quiz
- Questions to prepare
During class:
- Collaborative activities
- Group problem solving
- Debates and discussions
- Personalized support
After class:
- Summary and key points
- Deepening exercises
- Additional resources
AI Ethics in Education
Essential Principles
## AI Ethics in Education
Ethical rules:
- Transparency: inform that AI is used
- Equity: AI must not create bias
- Privacy: learner data protection
- Supervision: teacher remains decision-maker
- Critical thinking: teach to question AI
Conclusion
AI skills for education do not replace the teacher, they equip them. By automating structured content creation and assessments, teachers can dedicate more time to what makes their profession valuable: the human support of each learner.
Discover our education skills and pedagogical guides on Skills Guides.