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Artificial Intelligence: Concepts and Techniques Week 2 | NPTEL ANSWERS | My Swayam #nptel #nptel2025 #myswayam

📝 YouTube Description:
📘 Course: Artificial Intelligence: Concepts and Techniques – Week 2
🎓 Instructor: Prof. V. Susheela Devi (IISc Bangalore)
📅 Course Duration: 21 Jul 2025 – 10 Oct 2025
📝 Exam Date: 02 Nov 2025
📚 Course Code: NOC25-CS159
🎯 Level: Postgraduate
📌 Credit Points: 3
📘 NCrF Level: 4.5 – 8.0
📌 Language: English
👥 Intended Audience: MSc / MCA / B.E. / M.E. / IT Professionals

Welcome to the NPTEL 2025 Answers Series | My Swayam Edition
This video explains concepts and assignment answers for Week 1 of "Artificial Intelligence: Concepts and Techniques", taught by Prof. V. Susheela Devi from IISc Bangalore.

This postgraduate-level course offers deep insight into AI problem solving, reasoning, machine learning, deep learning, planning, NLP, and ethics, making it a perfect match for professionals and researchers in AI.

📘 Course Layout:

Week 1: Introduction, Agents
Week 2: Problem Solving
Week 3: Logic and Reasoning
Week 4: Expert Systems, Knowledge-Based Systems
Week 5: Planning
Week 6: Uncertainty, Decision Theory
Week 7: Learning Algorithms
Week 8: Evolutionary Algorithms
Week 9: Deep Learning
Week 10: Deep Learning Hands-on
Week 11: Fuzzy Systems, NLP
Week 12: AI Ethics, Multi-Agent Systems & Applications

📚 Recommended Books:

Artificial Intelligence: A Modern Approach – Russell & Norvig (4th Ed.)
Artificial Intelligence – George F. Luger
Artificial Intelligence: A New Synthesis – Nils J. Nilsson

📥 Assignment Link (Week 2)
👉 https://onlinecourses.nptel.ac.in/noc...

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