Class 12: Capstone project | Expected Questions | CBSE 2024 | AI 843 |Artificial Intelligence|Aakash

Welcome to the channel where we try to make things easier for you! Slides: https://drive.google.com/drive/folder... Syllabus PDF: https://cbseacademic.nic.in/web_mater... For Notes/Doubts/Discussions, please join the telegram group: https://t.me/+c5gWM6PiL085M2I1 Topics Covered: Unit 1: Capstone Project • Understanding the problem • Decomposing the problem through DT framework • Analytic Approach • Data Requirements • Data Collection • Modelling approach • How to validate model quality ➢ By test-train split ➢ Introduce concept of cross validation • Metrics of model quality by simple Maths and examples from small datasets – scaled up to capstone project (Apply) ➢ RMSE- Root Mean Squared Error ➢ MSE – Mean Squared Error ➢ MAPE – Mean Absolute Percent Error • Introduction to commonly used algorithms and the science behind them • Showcase through a compelling story Topics and Sessions are available for CBSE classes 10-12: ARTIFICIAL INTELLIGENCE INFORMATION TECHNOLOGY INFORMATICS PRACTICES COMPUTER APPLICATIONS COMPUTER SCIENCE