Sentiment Analysis with Prompt Engineering

Understanding public opinion, customer feedback, and social media sentiment is crucial for modern business decisions. This text-only course guides you through the process of setting up and executing sentiment analysis tasks using the power of generative AI. You will learn how to design, test, and refine prompts to extract accurate emotional insights from raw text. Through clear written explanations and structured exercises, you will go from understanding basic sentiment classification to implementing advanced prompt techniques. What you'll learn: Understand the core principles of sentiment analysis and text classification; Apply basic and advanced prompt engineering patterns to extract emotional tone; Configure systematic evaluation methods to test prompt accuracy and consistency; Manage common challenges like sarcasm, mixed sentiments, and domain-specific jargon; Practice designing structured outputs like JSON for seamless data integration. The course begins with foundational concepts of natural language processing and prompt design, then moves into hands-on analysis scenarios, and concludes with strategies for scaling your sentiment workflows. This course is designed for beginners, data analysts, and product managers who want to automate text analysis without needing a deep background in coding. Start reading and build your text analysis skills today.