Class 12: Capstone project | Expected Questions | CBSE 2024 | AI 843 |Artificial Intelligence|Aakash
Автор: Aakash Singh
Загружено: 2023-08-17
Просмотров: 71073
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
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