Foundations of AI: Neural Networks, CV, NLP, and LLMs

Unlock the power of artificial intelligence by understanding the fundamental principles behind neural networks. Dive into the exciting fields of computer vision and natural language processing, and grasp the workings of modern large language models and agent systems. This course provides a solid foundation for aspiring AI practitioners. You will gain a comprehensive understanding of how AI models are built and function, enabling you to interpret and apply AI concepts in various contexts. What you'll learn: * Understand the core architecture and functionality of neural networks. * Explore key concepts and techniques in computer vision for image analysis. * Grasp fundamental principles of natural language processing for text understanding. * Learn how modern large language models (LLMs) generate human-like text. * Study the structure and application of AI agent systems. * Practice applying learned concepts through written exercises. The course progresses from basic definitions and theoretical underpinnings to practical exploration of AI domains. It is designed for beginners with no prior experience in artificial intelligence. Start your AI journey today.