Class 12 AI: Capstone Project in ONE SHOT with Questions | 2025 Boards

Welcome to our channel, dedicated to simplifying complex topics for you! Prepare to excel in CBSE's Class 12 Artificial Intelligence curriculum with our comprehensive guide on the Capstone Project for the 2024-2025 academic year. For detailed notes, addressing doubts, and engaging in discussions, join our Telegram group: https://t.me/+c5gWM6PiL085M2I1 Playlist: https://www.youtube.com/playlist?list=PLKlYf50QXe9BZs1Z7_VdW8yqOs0Iz21xu Capstone Project Overview: The Capstone Project is a pivotal component of the Class 12 AI curriculum, designed to integrate and apply the knowledge you've acquired throughout the course. This project involves: Understanding the Problem: Clearly define the real-world issue you aim to address. Decomposing the Problem: Utilize the Design Thinking framework to break down the problem into manageable parts. Analytic Approach: Develop a strategic plan to analyze the problem effectively. Data Requirements and Collection: Identify the necessary data and gather it systematically. Modeling Approach: Choose appropriate AI models and algorithms to develop solutions. Model Validation: Employ techniques such as Train-Test Split and Cross-Validation to assess model performance. Metrics of Model Quality: Understand and apply metrics like Root Mean Squared Error (RMSE), Mean Squared Error (MSE), and Mean Absolute Percentage Error (MAPE) to evaluate your model's accuracy. By engaging in this Capstone Project, you'll enhance your practical understanding of AI concepts and their applications, aligning with the CBSE Class 12 AI curriculum. This tutorial serves as an invaluable resource for students aiming to excel in their AI projects and examinations. For a structured learning experience, explore our comprehensive playlist on the Capstone Project: #CBSE #Class12 #ArtificialIntelligence #AI843 #2025 #CapstoneProject #DesignThinking #ModelValidation #AIProject #StudyGuide Topics and sessions are available for CBSE classes 10-12: ARTIFICIAL INTELLIGENCE INFORMATION TECHNOLOGY INFORMATICS PRACTICES COMPUTER APPLICATIONS COMPUTER SCIENCE