Want to create interactive content? It’s easy in Genially!
Pedagogical Strategies for Teaching AI & ML
Rita Ferreira
Created on September 19, 2024
Start designing with a free template
Discover more than 1500 professional designs like these:
View
Practical Presentation
View
Smart Presentation
View
Essential Presentation
View
Akihabara Presentation
View
Pastel Color Presentation
View
Modern Presentation
View
Relaxing Presentation
Transcript
7. Pedagogical Strategies for Teaching AI & ML
Inquiry-based learning approaches
Vast amounts of Data
Online Educational Systems
Data analysis by AI
Digital Learning Enhancement
Dropout predictions
Intelligent tutoring
Performance predictions
Analytics
Data
Applications of Machine Learning and Deep Learning algorithms to Educational Themes
Adaptative learning
Commonly used algorithms
AI evolution in Education
Web-based platforms
Computer-based systems
Intelligent systems
ChatbotsHumanoid robots
INFO
Advancements relevance for teachers
Chatbots Humanoid robots
Machine learning
Deep learning
Personalised recomendations Grading assistance Methods adjustments based on student performance
Administrative tasks Curricula adaptation Content tailoring & improved learning outcomes
Pattern analysis using techniques such as decision tree learning, clustering, and reinforcement learning
Project-based learning (PBL) approaches
Multimodal interaction tools
PBL enhancement through AI
Learning outcomes improvement
High level of differentiation and tailored experiences
AI-driven platforms
Allow customization of instructional design, testing and feedback
AI-powered tools
AI-powered tools
Visualization
Enhance learning content
Simulation
Web-based environments
AI advantages
Personalized approach to project-based learning Routines optimization Enhanced efficiency Improved accessibility Processes scaling