Page 12 - Artificial Intellegence_v2.0_Class_12
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Unit Learning Outcome Theory Practical
1. Identify the role 1. Role of green jobs in toxin-free 1. Listing of green jobs and preparation of
and importance homes, posters on green ob profiles
of green jobs in 2. Green organic gardening, 2. Prepare posters on green jobs.
different sectors* public transport and energy
conservation,
3. Green jobs in water conservation
4. Green jobs in solar and wind
power, waste reduction, reuse
and recycling of wastes,
5. Green jobs in green tourism
GREEN SKILLS SKILLS-IV* 7. Green jobs in appropriate
6. Green jobs in building and
construction
technology
8. Role of green jobs in Improving
energy and raw materials use
9. Role of green jobs in limiting
greenhouse gas emissions
10. Role of green jobs minimizing
waste and pollution
11. Role of green jobs in protecting
and restoring ecosystems
12. Role of green jobs in support
adaptation to the effects of
climate change
*marked units are to be assessed through Internal Assessment/ Student Activities. They are not to be assessed in Theory Exams
SUBJECT SPECIFIC SKILLS
Unit Topics Duration
Understanding the problem 10 hours to
Decomposing the problem through DT framework complete basic
Analytic Approach levels.
Data Requirements
Data Collection
Modelling approach
CAPSTONE PROJECT Metrics of model quality by simple Maths and examples from small datasets – scaled up to
How to validate model quality
o By test-train split
o Introduce concept of cross validation
capstone project (Apply)
o MSE – Mean Squared Error
o RMSE- Root Mean Squared Error
o MAPE – Mean Absolute Percent Error
Introduction to commonly used algorithms and the science behind them
Showcase through a compelling story
(x)

