Decoding Artificial Intelligence for Class XI (843), fully aligned with the latest CBSE syllabus, is designed to demystify complex concepts while igniting curiosity. It blends theory with hands-on practice, ensuring you grasp both the ‘why’ and the ‘how’ of AI. Whether you are analyzing data, coding in Python or exploring Machine Learning, this book will be your companion in mastering skills that define the future. What Makes This Book Unique • Real-World Relevance: Each chapter connects theoretical principles to practical applications—from designing chatbots to ethical debates on AI bias. Case studies and industry examples illustrate how AI solves real-world problems. • Hands-On Learning: A lot of hands-on learning with suggested experiments include coding a regression model, building a sentiment analysis tool and creating an empathy map for a capstone project. Step-by-step solutions guide you through Python programming, data visualization and machine learning tasks. • Viva-Voce Ready: Critical thinking questions like ‘How would you reduce/prevent bias in an AI system’ or ‘Explain the ethical implications of facial recognition’ prepare you for deeper insights and discussions. • Simplified Complexity: Analogies like ‘Neural networks mimic the human brain’s learning process’ break down advanced topics. Jargon Alerts clarify terms like ‘ETL Process, ‘Machine Learning Pipelines’, etc. • Interactive Resources: Access datasets, coding templates and video tutorials to experiment with AI tools like TensorFlow, scikit-learn and Dialogflow. • Ethics at the Core: Explore the five pillars of AI ethics through role-play activities and policy analysis, ensuring you understand technology’s societal impact.