Foundational NLP: Text Analytics and Ethical AI

Unlock the power of human language with Natural Language Processing (NLP). This course provides a comprehensive introduction to understanding, processing, and generating text data. By the end of this course, you will be equipped with the essential knowledge and practical skills to interpret linguistic structures, apply fundamental text analytics techniques, and approach AI development with an ethical mindset. What you'll learn: * Understand the core concepts of Natural Language Processing and computational linguistics. * Apply fundamental text preprocessing and feature extraction techniques to raw text. * Explore basic machine learning models for classification and sentiment analysis in text. * Grasp the foundational principles of vector embeddings for representing text data. * Practice basic prompt engineering for interacting with large language models. * Analyze the ethical implications and societal impact of NLP technologies. The course begins with an exploration of linguistic basics and NLP terminology, then progresses through practical text manipulation techniques and an introduction to statistical methods. It concludes by examining the responsible application of these powerful technologies. This course is designed for absolute beginners with no prior experience in Natural Language Processing or advanced programming, seeking to understand how computers can process and interpret human language. Begin your journey into the fascinating world of language and artificial intelligence.