Artificial intelligence (AI) is one of the most exciting and rapidly developing fields of technology today. AI is already having a major impact on our lives, and it is poised to play an even greater role in the future.
3. Course Description
Introduction to the techniques and applications of artificial
intelligence (AI) including a study of:
Intelligent agents.
Search techniques.
Logical agents.
Knowledge representation and reasoning formalisms.
Learning paradigms.
Expert systems.
Machine learning techniques like neural networks, genetic algorithms, Fuzzy logic, decision
trees etc.
4. Course Outcomes
Demonstrate an understanding of the fundamental ideas of problem solving using AI.
Demonstrate an understanding of the fundamental ideas of Knowledge
Representation and Reasoning.
Demonstrate an understanding of the principles of a number of different approaches
to machine learning.
Demonstrate the ability to apply AI and Computational Intelligence techniques to a
variety of research and application projects.
5. Book
S. Russell and P. Norvig, Artificial Intelligence: A Modern Approach,
fourth Edition, Pearson Education Series in AI Intelligent agents.
6. Tentative Grading Policy
• 30% Mid Tem Exam
• 40% Final Exam
• 10% Projects or Presentations
• 10% Assignments ( Best 3 )
• 10% Quizzes ( Best 3 )
8. What is Artificial Intelligence?
Artificial Intelligence is composed of two
words Artificial and Intelligence, where Artificial defines "man-
made," and intelligence defines "thinking power", hence AI means "a
man-made thinking power.”
So, we can define AI as:
• It is a branch of computer science by which we can create intelligent
machines which can behave like a human, think like humans, and able
to make decisions.
Artificial Intelligence exists when a machine can have human based skills such as
learning, reasoning, and solving problems
10. Why Artificial Intelligence?
Following are some main reasons to learn about AI:
With the help of AI, you can create such software or devices which can solve real-
world problems very easily and with accuracy such as health issues, marketing,
traffic issues, etc.
With the help of AI, you can create your personal virtual Assistant, such as
Cortana, Google Assistant, Siri, etc.
With the help of AI, you can build such Robots which can work in an environment
where survival of humans can be at risk.
AI opens a path for other new technologies, new devices, and new Opportunities.
12. What Comprises to Artificial Intelligence?
What is Intelligence?
It’s an intangible part of our brain which is a combination of Reasoning, learning,
problem-solving perception, language understanding, etc.
13. Advantages of Artificial Intelligence
High Accuracy with less errors.
High-Speed
High reliability
Useful for risky areas
Digital Assistant
Useful as a public utility
14. Disadvantages of Artificial Intelligence
High Cost
Can't think out of the box
No feelings and emotions
Increase dependency on machines
Digital Assistant
Useful as a public utility
17. Application of AI
AI in Astronomy AI in Social Media AI in Agriculture
AI in Healthcare AI in Travel & Transport AI in E-commerce
AI in Gaming. AI in Automotive Industry AI in education
AI in Finance AI in Robotics AI in Data Security