Learning Outcomes

In this free course, you will learn how to:

• Define Artificial Intelligence (AI) and Machine Learning (ML) and distinguish between their roles in technology
• Distinguish between discriminative and generative models in AI, identifying their respective functions and applications
• Explain the foundations of Large Language Models (LLMs) and their place within the broader landscape of deep learning
• Describe the training process for generative AI models, including data collection, preparation, and evaluation
• Discuss real-world applications of generative AI, including its role in painting, music composition and content creation
• Evaluate the capabilities of LLMs in text generation, code generation, question answering, and language translations
• Outline LLMs' development process and working principles, comparing them to traditional machine learning models