Course Outline

Introduction to Large Language Models (LLMs)

  • Overview of LLMs
  • Evolution of LLMs in educational technology
  • Understanding the architecture of LLMs

Personalization in Education

  • The need for personalized learning
  • Current approaches to personalization
  • Challenges and opportunities

LLMs and Content Adaptation

  • LLMs in content creation and curation
  • Adapting content to learning styles and levels
  • Multitasking with LLMs for content adaptation

LLMs in Practice

  • Case studies: Successful LLM applications in education
  • Interactive session: LLMs at work

Designing Adaptive Learning Platforms

  • Principles of adaptive learning platform design
  • Incorporating LLMs into platform architecture
  • User experience and interface considerations

Implementation and Testing

  • Developing a prototype adaptive learning platform
  • Testing and iteration
  • Collecting and analyzing user feedback

Evaluating LLM Effectiveness

  • Metrics for measuring LLM impact on learning
  • Research methods for educational technology
  • Case study analysis and discussion

Ethical Considerations and Future Directions

  • Ethical implications of LLMs in education
  • Ensuring inclusivity and fairness
  • Predictions for the future of LLMs in personalized learning

Project and Assessment

  • Designing and presenting a proposal for an LLM-based adaptive learning platform
  • Peer reviews and group discussions
  • Final assessment and feedback

Summary and Next Steps

Requirements

  • An understanding of basic machine learning concepts
  • Experience with programming in Python is recommended but not required
  • Familiarity with educational technology is beneficial

Audience

  • Educators
  • EdTech developers
  • Researchers in the field of educational technology
 14 Hours

Delivery Options

Private Group Training

Our identity is rooted in delivering exactly what our clients need.

  • Pre-course call with your trainer
  • Customisation of the learning experience to achieve your goals -
    • Bespoke outlines
    • Practical hands-on exercises containing data / scenarios recognisable to the learners
  • Training scheduled on a date of your choice
  • Delivered online, onsite/classroom or hybrid by experts sharing real world experience

Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.

Contact us for an exact quote and to hear our latest promotions


Public Training

Please see our public courses

Provisonal Upcoming Courses (Contact Us For More Information)

Related Categories