AI in Education: From Foundations to Innovations

Embark on a journey into the world of Artificial Intelligence and its transformative impact on education, spanning topics from foundational AI to sophisticated Large Language Models and cutting-edge applications of AI in educational technology.

You’ll explore the entire AI landscape, and gain a solid understanding of how machines learn, think, and generate human-like content. As you progress, you’ll bridge theory and practice, learning how to integrate Generative AI into educational products by harnessing the power of Large Language Models and APIs to create intelligent, responsive learning tools. You’ll not only gain technical knowledge but also explore the ethical implications and best practices for responsible AI use in education. The series culminates in examining the design of AI-enhanced learning experiences, where you’ll discover how to leverage Generative AI to create personalized, engaging, and adaptive educational content and systems. A comprehensive approach ensures you’ll be well-equipped to understand, implement, and innovate with AI in educational contexts.

AI Overview from Machine Learning to GenAI

This journey through the world of Artificial Intelligence takes you from the basics of AI to the cutting-edge realm of Large Language Models. You’ll discover how machines learn to think, understand language, and even create content. We’ll explore the exciting possibilities AI brings to education while addressing its current limitations.

You’ll gain insight into Generative AI and trace its origins, understanding how each stage in AI’s evolution has advanced our ability to process and generate human-like language. By the end of this course, you’ll have a solid grasp of AI’s advancements, enabling you to describe how we’ve progressed from simple machine learning to the complex language models that are transforming education and beyond.

Using GenAI to Improve Your Edtech Workflow

Dive into the practical world of AI integration in educational products. You’ll learn how to harness the power of Large Language Models through APIs, going beyond simple chatbots. Discover the art of fine-tuning AI outputs for educational purposes and get introduced to DSPy, a framework that simplifies building advanced AI applications. This course will equip you with the skills to create more intelligent and responsive educational tools.

Integrating Learner-Facing GenAI Into Your Product

Unlock the potential of Generative AI in educational technology! Learn how to create personalized learning experiences by combining multiple AI prompts for complex educational tasks. You’ll discover how to use AI to generate engaging learning materials that align with proven learning principles and explore ways to create intelligent tutoring systems that adapt to each student’s interests. Plus, you’ll get a taste of the art of communicating effectively with AI to achieve your educational goals.