Natural Language Processing Fundamentals

Are you curious about how computers understand and process human language? This course provides a clear introduction to the foundational principles of Natural Language Processing (NLP) and the exciting world of large language models (LLMs). You will gain a solid understanding of the fundamental concepts that power modern language technologies, enabling you to grasp how LLMs like ChatGPT and similar models function and why they have become so influential. What you'll learn: * Grasp the core concepts of Natural Language Processing and its applications. * Understand the architecture and inner workings of large language models. * Explore key techniques for text preprocessing and feature extraction. * Learn about common NLP tasks such as text classification and sentiment analysis. * Gain foundational knowledge of modern LLM prompting techniques. * Practice applying NLP concepts through text-based exercises. This course walks you through the essential building blocks of NLP, starting with basic definitions and progressing to the underlying mechanics of advanced language models. This program is designed for beginners with no prior experience in NLP or machine learning, offering a comprehensive introduction to the field. Start your journey into understanding language technology today.