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Shahzar Younas
Artificial Intelligence
Introduction to AI
Pre-requisites
 Discrete Structures
 Basic probability and statistics
 Basic algorithms and data structures
 Reasonable programming skills.
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.
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.
Book
 S. Russell and P. Norvig, Artificial Intelligence: A Modern Approach,
fourth Edition, Pearson Education Series in AI Intelligent agents.
Tentative Grading Policy
• 30% Mid Tem Exam
• 40% Final Exam
• 10% Projects or Presentations
• 10% Assignments ( Best 3 )
• 10% Quizzes ( Best 3 )
What is Artificial Intelligence?
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
Why Artificial Intelligence?
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.
What Comprises to Artificial
Intelligence?
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.
Advantages of Artificial Intelligence
 High Accuracy with less errors.
 High-Speed
 High reliability
 Useful for risky areas
 Digital Assistant
 Useful as a public utility
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
Application of AI
Application of AI
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
Introduction to Agents
Next Lecture
The End

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lec 1 ppt.pptx

  • 2. Pre-requisites  Discrete Structures  Basic probability and statistics  Basic algorithms and data structures  Reasonable programming skills.
  • 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 )
  • 7. What is Artificial Intelligence?
  • 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.
  • 11. What Comprises to Artificial Intelligence?
  • 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