Foundational Models in CV and NLP

Are you interested in the core technologies driving modern artificial intelligence? This course provides a solid introduction to the fundamental models that power computer vision (CV) and natural language processing (NLP). Build a strong foundation in the principles and techniques behind AI's most transformative applications. You will gain the knowledge to understand how machines interpret images and process text, enabling you to grasp the basics of cutting-edge AI. What you'll learn: * Understand the fundamental concepts of computer vision, including image processing and feature extraction. * Learn core natural language processing techniques for text analysis and understanding. * Explore foundational deep learning architectures relevant to CV and NLP tasks. * Grasp the principles of model evaluation and practical application. * Get introduced to prompt engineering for interacting with large AI models. This course covers essential definitions and basic principles before delving into practical applications, guiding you through the core ideas of CV and NLP. It is designed for beginners with no prior experience in the field. Start your journey into the world of AI by mastering foundational models.