class.xi-ai // Employability Skills & AI (843)

class.xi-ai.index — VM-LEARNING // track_01 13_chapters

root@vm-learning~$openclass.xi --track=ai

subject:Employability Skills & AI code:843 level:III (of IV) chapters:13 · 5 part_a + 8 part_b session:2026 — 27

<class.xi/> EMPLOYABILITY_&_AI

// Level-three expansion: Python with NumPy/Pandas, ML algorithms, NLP phases, and AI ethics.

◆part.a — employability

PART A — Employability Skills

// 5 foundation units · class.xi syllabus

part.a · unit_01

Communication Skills – III

Methods · Styles · Writing Skills (Class XI)

ch_a1[ open ] →

part.a · unit_02

Self-Management Skills – III

Grooming · Team Work · Time Management (Class XI)

ch_a2[ open ] →

part.a · unit_03

ICT Skills – III

Word Processing with LibreOffice Writer (Class XI)

ch_a3[ open ] →

part.a · unit_04

Entrepreneurial Skills – III

Values · Attitudes · Thinking Like an Entrepreneur (Class XI)

ch_a4[ open ] →

part.a · unit_05

Green Skills – III

Sectors · Policies · Stakeholders · Agencies (Class XI)

ch_a5[ open ] →

◆part.b — ai.modules

PART B — Artificial Intelligence

// 8 modules · intro → careers → python → capstone → data → ml → nlp → ethics

part.b · unit_01

Introduction: AI for Everyone

Definition · Evolution · Types · Domains · Terminologies · Benefits & Limitations

ch_b1[ open ] →

part.b · unit_02

Unlocking Your Future in AI

Global Demand · Job Roles · Skills & Tools · Industry Opportunities

ch_b2[ open ] →

part.b · unit_03

Python Programming

Level 1: Basics & Control Flow · Level 2: CSV · NumPy · Pandas · Scikit-learn

ch_b3[ open ] →

part.b · unit_04

Introduction to Capstone Project

Design Thinking · Empathy Map · SDGs · Project Abstract

ch_b4[ open ] →

part.b · unit_05

Data Literacy — Collection to Analysis

Collection · Levels of Measurement · Statistics · Visualization · Matrices · Pre-processing

ch_b5[ open ] →

part.b · unit_06

Machine Learning Algorithms

Supervised · Unsupervised · Regression · Classification · Clustering

ch_b6[ open ] →

part.b · unit_07

Leveraging Linguistics and Computer Science

Language Complexity · NLP · Chatbots · 5 Phases · Applications

ch_b7[ open ] →

part.b · unit_08

AI Ethics and Values

5 Pillars · Bias & Sources · Mitigation · AI Policies · Ethical Dilemmas

ch_b8[ open ] →

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