AI Foundations (General)
3-credit foundational AI course mapped, SLO by SLO, to the National Curriculum of Pakistan: ML, neural nets, NLP, vision, generative AI, and ethics with Pakistani case studies. Single-course version of the HEC AI Foundations 2026 reference tracks.
Lessons
Lesson 1
What is AI?
50 min
Lesson 2
Brief history of AI
55 min
Lesson 3
Machine Learning basics
60 min
Lesson 4
Supervised vs unsupervised learning
60 min
Lesson 5
Neural networks intro
75 min
Lesson 6
Natural language processing
70 min
Lesson 7
Computer vision
65 min
Lesson 8
Generative AI and LLMs
80 min
Lesson 9
Ethics and bias
70 min
Lesson 10
AI in society
60 min
Lesson 11
AI in Pakistan
60 min
Lesson 12
Capstone project
90 min