1. Principles of Computing – UFCFA3-30-1
Week-2
Instructor : Mazhar H Malik
Global College of Engineering and Technology

2. Today’s Lecture
Enumerating

3. Enumerating

4. Enumeration
Enumeration, the counting of objects with certain properties

5. Enumeration

6. Enumeration

8. Exercise

9. Exercise

10. Exercise

11. Application of Mathematical structure to computing

12. Neural Network
An Artificial Neural Network (ANN) is an information processing paradigm that is inspired by the way biological nervous systems, such as the brain, process information. The key element of this paradigm is the novel structure of the information processing system. 10

13. Fuzzy Logic
Fuzzy Logic (FL) is a method of reasoning that resembles human reasoning. The approach of FL imitates the way of decision making in humans that involves all intermediate possibilities between digital values YES and NO. 11

14. Machine learning
Machine learning is the subfield of computer science that "gives computers the ability to learn without being explicitly programmed" (Arthur Samuel, 1959). 12

15. Automated reasoning
Automated reasoning is an area of computer science and mathematical logic dedicated to understanding different aspects of reasoning. The study of automated reasoning helps produce computer programs that allow computers to reason completely, or nearly completely, automatically.

16. Computer vision Computer vision
tasks include methods for acquiring, processing,
analyzing and understanding digital images, and in general, deal with the extraction of high-dimensional data from the real world in order to produce numerical or symbolic information, e.g., in the forms of decisions.

17. Natural language processing
Natural language processing is a field of computer science, artificial intelligence, and computational linguistics concerned with the interactions between computers and human (natural) languages. As such, NLP is related to the area of human–computer interaction.

18. Robotics
Robotics is the interdisciplinary branch of engineering and science that includes mechanical engineering, electrical engineering, computer science, and others. 16

19. Thank You