<class.xii/> EMPLOYABILITY_&_AI
// Level-four capstone: data storytelling, big data, generative AI, neural networks, computer vision, and Orange data mining.
PART A — Employability Skills
// 5 foundation units · class.xii syllabus
Communication Skills – IV
Active Listening · Parts of Speech · Writing Sentences (Class XII)
Self-Management Skills – IV
Motivation · Result Orientation · Self-Awareness · Personality (Class XII)
ICT Skills – IV
Spreadsheets (LibreOffice Calc) · Presentations (LibreOffice Impress)
Entrepreneurial Skills – IV
Entrepreneur · Barriers · Attitudes · Competencies (Class XII)
Green Skills – IV
Green Jobs — Role & Importance in Different Sectors (Class XII)
PART B — Artificial Intelligence
// 8 modules · python2 → methodology → CV → orange → bigdata → NN → genAI → storytelling
Python Programming – II
NumPy · Pandas · CSV I/O · Missing Values · Linear Regression (Practical only)
Data Science Methodology
An Analytic Approach to the Capstone Project
Making Machines See
Computer Vision · Pixels · Process Stages · Applications · OpenCV
AI with Orange Data Mining Tool
Widgets · Data Science · Computer Vision · NLP (Practical only)
Introduction to Big Data and Data Analytics
Types · 6 Vs · Analytics · Data Streams · Future Trends
Understanding Neural Networks
Structure · Components · Working · Types · Society Impact
Generative AI
GANs · VAEs · LLMs · Applications · Ethics · Gemini Chatbot
Data Storytelling
Stories · Data + Narrative + Visuals · Freytag's Pyramid · Ethics