Artificial Intelligence
In My Style
Home
About
Explore
AI Topics
Dive into our comprehensive collection of AI topics, from fundamentals to advanced concepts.
What is AI?
Definition of Artificial Intelligence
Brief history and evolution
Goals and importance
Applications of AI
Healthcare
Finance
Retail
Education
Transportation
Gaming
Types of AI
Narrow AI (Weak AI)
General AI (Strong AI)
Super AI (Future concept)
Intelligent Agents
Agent vs environment
Types of agents
AI vs ML vs DL
Core differences with examples
Use cases to show practical distinctions
Turing Test
What it is and how it tests machine intelligence
Real-world relevance today
State Space Search
Problem-solving via search
Algorithms: BFS, DFS, A*, Uniform Cost
Knowledge Representation
Propositional logic
Semantic networks
Frames and ontologies
Expert Systems
Rule-based systems
Architecture (inference engine, knowledge base)
Real-world domains like medical diagnosis
AI in Game Playing
Minimax algorithm
Alpha-beta pruning
Example: Tic-Tac-Toe, Chess bots
mini projects
Regression Model for Web-Friendly Data:
Classification Model for Tabular Data