Working with Data Using AI: Practical Prompting and Analysis

Modern professionals handle vast amounts of information daily, but extracting meaningful insights no longer requires complex programming skills. By leveraging conversational artificial intelligence and structured prompting, anyone can clean, interpret, and summarize data with confidence. This comprehensive text-based course guides you through practical methods for using AI to support everyday analytical workflows. You will discover how to craft effective prompts, validate findings for accuracy, and translate raw figures into clear, actionable business communication. What you'll learn: - Understand core AI terminology and how language models interpret structured data. - Apply proven prompt engineering patterns to clean, reformat, and categorize tabular information. - Extract key metrics, detect underlying trends, and generate executive summaries without writing code. - Structure AI outputs into standard data formats, including clean markdown tables and structured text. - Identify hallucinations, recognize model limitations, and implement essential data privacy safeguards. The course begins with fundamental concepts and data vocabulary before moving into structured prompt patterns, analytical reasoning techniques, and output verification strategies. It is created entirely for beginners and non-technical professionals, requiring no prior programming experience or specialized background. Begin reading today to modernize your approach to data analysis and reporting.