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IIT Guwahati - Fundamentals Of Artificial Intelligence by NPTEL 

  • Offered byNPTEL

Fundamentals Of Artificial Intelligence by NPTEL
 at 
NPTEL 
Overview

Offered by Indian Institute of Technology Guwahati and NPTEL

Duration

12 weeks

Total fee

Free

Mode of learning

Online

Difficulty level

Intermediate

Official Website

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Credential

Certificate

Fundamentals Of Artificial Intelligence by NPTEL
 at 
NPTEL 
Highlights

  • 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

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

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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Fundamentals Of Artificial Intelligence by NPTEL
 at 
NPTEL 
Students Ratings & Reviews

4.5/5
Verified Icon2 Ratings
S
Sree Vatsan V
Fundamentals Of Artificial Intelligence by NPTEL
5
Learning Experience: Fundamentals of Artificial Intelligence is a 12 week course (online) which talks about Problem Solving, Machine Learning, etc.
Faculty: The way of teaching or approaching the students are good . Mostly the professors are doctorate The course will be a recorded session by IIT professor, exams will be conducted (MCQ) at the end of every week
Reviewed on 11 Feb 2023Read More
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V
Vikash Kumar
Fundamentals Of Artificial Intelligence by NPTEL
4
Learning Experience: Course content was basic, show that you could know about artificial intelligence, traning was very good they teach very smoothly offcourse all the professor belonging from IITs, pros is they teach all the theory part but cons is they didn't do practice implementation, if you have maths knowlede then you can easily crack the exam. Thankyou
Faculty: Faculty was very good he is very kind and knowledgeable person, if you have doubts you can ask in middle of the class, latter you can mail them or ask questions First they given syllabus and they teach each topic for week and after that they took exam which like multiple choice questions and if you pass the exam they will add 30% of your assignment marks and in last they took final exam.
Course Support: No, because i have chooses different platforms
Reviewed on 25 Sep 2022Read More
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Fundamentals Of Artificial Intelligence by NPTEL
 at 
NPTEL 

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