IIT Guwahati - Fundamentals Of Artificial Intelligence by NPTEL
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- Public/Government Institute
Fundamentals Of Artificial Intelligence by NPTEL at NPTEL Overview
Fundamentals Of Artificial Intelligence by NPTEL
at NPTEL
Offered by Indian Institute of Technology Guwahati and NPTEL
Duration | 12 weeks |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Fundamentals Of Artificial Intelligence by NPTEL
Table of contents
Fundamentals Of Artificial Intelligence by NPTEL at NPTEL Highlights
Fundamentals Of Artificial Intelligence by NPTEL
at NPTEL
- Offered by IIT Guwahati
- Final score comprises of 25% of average of best 8 assignments and 75% of the proctored certification exam score out of 100
- Enrollments start from 20 July 2020
- Course conducted by Prof. Shyamanta M. Hazarika (IIT Guwahati alumni)
- Enroll for free
- Pay for Certification Examination
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Fundamentals Of Artificial Intelligence by NPTEL at NPTEL Course details
Fundamentals Of Artificial Intelligence by NPTEL
at NPTEL
Who should do this course?
- Final Year B.Tech; M.Tech and PhD
More about this course
- What does automatic scheduling or autonomous driving have in common with web search, speech recognition, and machine translation? These are complex real-world problems that span across various practices of engineering! Aim of artificial intelligence (AI) is to tackle these problems with rigorous mathematical tools. The objective of this course is to present an overview of the principles and practices of AI to address such complex real-world problems. The course is designed to develop a basic understanding of problem solving, knowledge representation, reasoning and learning methods of AI.
Fundamentals Of Artificial Intelligence by NPTEL at NPTEL Curriculum
Fundamentals Of Artificial Intelligence by NPTEL
at NPTEL
Week 1: AI and Problem Solving by Search
Week 2: Problem Solving by Search
Week 3: Problem Solving by Search
Week 4: Knowledge Representation and Reasoning
Week 5: Knowledge Representation and Reasoning
Week 6: Knowledge Representation and Reasoning
Week 7: Reasoning under Uncertainty
Week 8: Planning
Week 9: Planning and Decision Making
Week 10: Machine Learning
Week 11: Machine Learning
Week 12: Machine Learning
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