AI and Machine Learning in Education
( 25 Modules )

Module #1
Introduction to AI and Machine Learning in Education
Overview of AI and ML in education, importance, and applications

Module #2
Fundamentals of Artificial Intelligence
Basic concepts of AI, types of AI, and AI in education ecosystem

Module #3
Machine Learning Basics
Introduction to machine learning, types of ML, and supervised/unsupervised learning

Module #4
Deep Learning Fundamentals
Introduction to deep learning, neural networks, and convolutional neural networks

Module #5
AI and ML in Educational Technology
Overview of EdTech, AI-powered learning platforms, and intelligent tutoring systems

Module #6
Personalized Learning with AI
AI-driven adaptive learning, student modeling, and curriculum recommendation

Module #7
Intelligent Tutoring Systems
AI-powered one-on-one tutoring, virtual mentors, and domain knowledge representation

Module #8
Natural Language Processing in Education
NLP applications in education, text analysis, and chatbots

Module #9
Computer Vision in Education
CV applications in education, image and video analysis, and facial recognition

Module #10
AI-powered Assessment and Grading
Automated grading, AI-driven feedback, and assessment analytics

Module #11
AI and Teacher Professional Development
AI-enhanced teacher training, PD analytics, and teacher- AI collaboration

Module #12
Ethics and Bias in AI Education
AI ethics, bias in AI systems, and fairness in AI-driven decision making

Module #13
AI-driven Student Data Analytics
Learning analytics, student performance prediction, and AI-driven dashboards

Module #14
AI Applications in Special Education
AI-assisted learning for students with disabilities, accessibility, and inclusion

Module #15
AI and Language Learning
AI-powered language learning, conversational AI, and language assessment

Module #16
AI and STEM Education
AI-enhanced STEM education, AI-driven simulations, and data science education

Module #17
AI and Social-Emotional Learning
AI-driven SEL, emotional intelligence, and social skills development

Module #18
AI and Game-based Learning
AI-powered educational games, game development, and interactive learning

Module #19
AI and Virtual/Augmented Reality in Education
AI-driven VR/AR, immersive learning, and interactive simulations

Module #20
Implementing AI in Educational Institutions
Strategies for AI adoption, infrastructure, and policy considerations

Module #21
AI and Education Policy
AI policy in education, regulations, and governance

Module #22
AI and Education Research
AI-driven research in education, methodologies, and best practices

Module #23
AI and Educational Leadership
AI leadership, change management, and strategic planning

Module #24
AI and Parent-Teacher Engagement
AI-powered parent-teacher communication, engagement, and relationships

Module #25
Course Wrap-Up & Conclusion
Planning next steps in AI and Machine Learning in Education career

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AI and Machine Learning in Education ( 25 Modules )

AI and Machine Learning in Education
( 25 Modules )