This textbook serves as your companion for learning AI in a clear, hands-on, and practical manner, with a focus on real-world applications. Aligned with the CBSE Class XII 2026-27 curriculum, it is packed with topics, tools and techniques that will help you build a strong foundation in AI, whether you are learning in the class or exploring on your own.

Salient Features of the Book:

• Python Programming II—Learn to use powerful tools like NumPy and Pandas.
• Data Science Methodology—Understand how to approach a real-world problem.
• Computer Vision—Discover how machines see and make sense of visuals.
• Orange Data Mining Tool—Use drag-and-drop tools to explore data and create AI models without writing a single line of code.
• Big Data and Data Analytics—Dive into how large amounts of data help decisions.
• Neural Networks—Explore how machines learn/recognise patterns like our brain.
• Generative AI—Latest tools that can create content like text, music and images.
• Data Storytelling—Learn how to turn data into compelling stories that people love.

Throughout the chapters, you will find real-world case studies that demonstrate how AI is applied to solve practical problems. If you are working on a Capstone Project, these case studies are perfect starting points.

Besides a Model Test Paper (Solved) and a Practice Paper, the book also includes:

• Step-by-step activities to build your confidence and sharpen your skills.
• Illustrations and tips to help you visualise tough topics.
• Jargon Alerts to explain tricky terms in plain language.
• Online resources and exercises so you can practise beyond the book.