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Fundamentals of Artificial intelligence

Indian Institute of Technology Guwahati and NPTEL via Swayam

Swayam based on 0 ratings

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Overview

This course introduces students to the foundational principles of artificial intelligence (AI). Topics covered include search algorithms, knowledge representation, problem-solving, machine learning, and reasoning under uncertainty. Learners will explore AI techniques applied to real-world problems, such as decision-making, game playing, and natural language processing. Through practical exercises and projects, students will gain hands-on experience in designing and implementing basic AI systems. Perfect for beginners looking to enter the AI field or enhance their understanding of AI technologies and concepts.

Syllabus

Week 1: AI and Problem Solving by SearchWeek 2: Problem Solving by SearchWeek 3: Problem Solving by SearchWeek 4: Knowledge Representation and ReasoningWeek 5: Knowledge Representation and ReasoningWeek 6: Knowledge Representation and ReasoningWeek 7: Reasoning under UncertaintyWeek 8: PlanningWeek 9: Planning and Decision MakingWeek 10: Machine LearningWeek 11:Machine LearningWeek 12: Machine Learning

Fundamentals of Artificial intelligence
Go to Class

Indian Institute of Technology Guwahati and NPTEL via Swayam

Paid Certificate Available

English

On-Demand

Instructor

Prof. Shyamanta M. Hazarika

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