Description
Understanding Artificial Intelligence Notes (AI) can be challenging due to complex reactions, mathematical concepts, and detailed diagrams. To make it easier for students, Easy Study Notes brings you the most complete, clean, and exam-ready Artificial Intelligence Notes PDF for B.Tech 3rd Semester.
These notes are crafted using a hybrid format:
✔ Neat handwritten explanations
✔ Cleanly typed chapter-wise summaries
✔ Well-labeled diagrams
✔ Flowcharts
✔ Algorithm steps
✔ Important definitions and formulas
Designed strictly as per the latest university curriculum followed by AKTU, RGPV, VTU, JNTU, MAKAUT, GTU, PTU, BPUT, and top Indian engineering universities.
Whether you are preparing for theory exams, class tests, practicals, or assignments, this PDF is your perfect study companion.
📂 What’s Inside the PDF? (Full Syllabus Coverage)
✔SECTION I: Introduction:
- Definition Of AI
- History Of AI
- Nature Of AI Problems
- Examples Of AI Problems
Problem solving by search:
- Uninformed Search:
- Depth First Search (Dfs)
- Breadth First Search (Bfs)
- Informed Search:
- Best First Search
- A*. Local Search:
- Hill Climbing
Problem Reduction Search:
- AO*. Population Based Search:
- Ant Colony Optimization
- Genetic Algorithm
- Game Playing: Min Max Algorithm
- Alpha-Beta Pruning
SECTION-II: Knowledge Representation:
- Types of Knowledge
- Knowledge Representation Techniques/schemes:
- Propositional Logic
- Predicate Logic
- Semantic nets
- Frames
- Knowledge representation issues. Rule based systems.
SECTION-III: Reasoning under Uncertainty:
- Basics of Probability Theory
- Probabilistic Reasoning
- Bayesian Reasoning
- Dempster-Shafer Theory
- Planning:
- Introduction to Planning
- Representation of Planning
- Partial-order Planning
SECTION-IV: Learning:
- Introduction to Learning
- Types of Learning:
- Learning by Induction
- Rote Learning
- Symbol Based Learning
- Identification Trees
- Explanation Based Learning
- Transformational Analogy
- Introduction to Neural Networks
- Expert Systems
- Current trends in Artificial Intelligence
Bonus Content Included
Along with the main notes, you also get:
- Unit-wise Important Questions
- High-scoring Diagrams
- One-Page Short Notes for Quick Revision
Who Should Buy This PDF?
This notes package is ideal for:
- B.Tech (CSE / IT) Students
- BCA / MCA Students learning Artificial Intelligence
- Students preparing for semester exams
- GATE aspirants (for basic fundamentals)
- Anyone who wants easy explanations for Artificial Intelligence
Why Students Trust Easy Study Notes?
- Clear handwriting
- Simple language
- Perfect exam format
- 100% syllabus covered
- Neatly scanned PDFs
- Easy for last-minute revision
- High exam retention value
📥 Download Your PDF & Start Scoring Higher in Exams!
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