AKTU Artificial Intelligence (BCS701) Notes & Study Material PDF – B.Tech 4th Year Sem 7

Complete Artificial Intelligence (BCS701) Lecture Notes for AKTU B.Tech 4th Year Semester VII. Covers all 5 units with detailed concepts, diagrams, solved numericals, important questions, MCQs, and AKTU-pattern sample paper for CSE & allied branches.

Prepare effectively for AKTU B.Tech 4th Year, Semester VII – Artificial Intelligence (BCS701) with this comprehensive EduQuest study material, designed for Computer Science, Computer Engineering, CSE and allied branches.

The PDF follows the AKTU 2025-26 syllabus and covers all five units of Artificial Intelligence in a structured, exam-oriented manner.

📚 What You Get

✔ Complete 5 Units of BCS701
✔ Topic-wise detailed lecture notes
✔ Easy-to-understand explanations
✔ Important diagrams and illustrations
✔ Solved numerical and practice problems
✔ Unit-wise important questions
✔ Question Bank & MCQs
✔ AKTU-pattern Sample Question Paper
✔ Model Answers
✔ Additional solved problem bank
✔ AKTU exam pattern & unit-wise analysis
✔ Quick revision formula & concept sheet

📖 Unit-wise Coverage

UNIT I – Introduction to Artificial Intelligence & Intelligent Agents
AI fundamentals, history and applications, intelligent agents, PEAS, agent architectures, environments, problem formulation and classical AI problems.

UNIT II – Problem Solving & Search Strategies
BFS, DFS, iterative deepening, heuristic search, Greedy Best-First Search, A* Search, hill climbing, simulated annealing, CSP and game playing.

UNIT III – Knowledge Representation & Reasoning
Knowledge-based agents, propositional logic, first-order logic, inference, Prolog, forward and backward chaining, resolution, ontological engineering and semantic networks.

UNIT IV – Uncertainty & Learning Techniques
Probability, Bayes' Rule, Bayesian Networks, fuzzy logic, perceptron, backpropagation and fundamentals of machine learning.

UNIT V – Applications of AI & Multi-Agent Systems
NLP, speech recognition, robotics, software agents, multi-agent negotiation and reputation, and Explainable AI (XAI).

🎯 Suitable For

• B.Tech. CSE Students
• Computer Science Students
• Computer Engineering Students
• CSE Allied Branches
• AKTU Semester VII Students
• Students preparing for AKTU university examinations
• Students looking for concise, structured BCS701 study material

Course Code: BCS701
Course: Artificial Intelligence
Year: 4th Year
Semester: VII
Session: 2025-26