Artificial Intelligence (AI)
Explore intelligent agents, planning, and reasoning across real‑world tasks.
AI & Data
Artificial Intelligence (AI)
Explore intelligent agents, planning, and reasoning across real‑world tasks.
All topics in AI & Data
30‑day curriculum
Day 1 — What is AI?
History, scope, applications beyond ML
Day 2 — Types of AI
Reactive, Limited Memory, Symbolic AI, Expert Systems
Day 3 — ML/DL Foundations I
Propositional & Predicate Logic
Day 4 — Knowledge Representation
Facts, Rules, Semantic Networks
Day 5 — Inference Engines
Forward & Backward Chaining
Day 6 — Search Techniques
DFS, BFS, Uniform Cost Search
Day 7 — Mini Project
Maze Solver using DFS/BFS in Python
Day 8 — State Space Representation
State Space Representation
Day 9 — Heuristic Search
Greedy, A* Algorithm
Day 10 — Game Playing AI
Minimax Algorithm
Day 11 — Alpha-Beta Pruning
Optimizing Minimax
Day 12 — Constraint Satisfaction
Sudoku Solver, N-Queens
Day 13 — Planning in AI
STRIPS, Goal Stack Planning
Day 14 — Mini Project
Tic-Tac-Toe AI (Minimax + Alpha-Beta)
Day 15 — Expert Systems
Architecture, knowledge base, inference engine
Day 16 — Rule-Based Systems
if-then rules, forward chaining
Day 17 — Building Expert System
Simple Expert System in Python (Medical Diagnosis / Career Guidance)
Day 18 — NLP Basics
Tokenization, stemming, parsing
Day 19 — Pattern Matching
Pattern Matching with Regex in AI
Day 20 — Knowledge Representation
Ontologies & Frames
Day 21 — Mini Project
Rule-Based Chatbot (no ML, just patterns & logic)
Day 22 — Fuzzy Logic
Fuzzy Logic & Decision Making
Day 23 — Intelligent Agents
Types, agent architectures
Day 24 — Robotics AI Basics
Path planning, obstacle avoidance – without ML
Day 25 — Multi-Agent Systems
Multi-Agent Systems & Swarm Intelligence
Day 26 — Automated Reasoning
Automated Reasoning & Theorem Proving
Day 27 — Ethical AI
Ethical AI & Symbolic AI vs. Statistical AI
Day 28 — Mini Project
Fuzzy Logic Based Smart Fan System
Day 29 — Final Project Work
Choose One: Expert System for Career Guidance / AI-based Rule-Driven Chatbot / AI Maze/Tower of Hanoi Solver / Game AI (Checkers, Chess-lite, etc.)
Day 30 — Project Presentation
Project Presentation, Documentation & Wrap-Up