ARTIFICIAL INTELLIGENCE COURSE
ARTIFICIAL INTELLIGENCE COURSE OUTLINE
Artificial Intelligence one year AI, machine learning, and deep learning program designed by industrial and academic experts based on practical and hands-on learning.
What you’ll learn
- Discuss AI models and areas of application.
- Elaborate upon different models for knowledge representation.
- Explain the fundamentals of expert systems and apply them to problem solving.
- Use graph theory and finite state machines to represent problems.
- Develop AI solutions for problem solving using heuristic strategies.
- program AI systems using Prolog or Lis
- in this course you will learn what Artificial Intelligence (AI) is, explore use cases and applications of AI, understand AI concepts and terms like machine learning, deep learning and neural networks.
- You will be exposed to various issues and concerns surrounding AI such as ethics and bias, & jobs, and get advice from experts about learning and starting a career in AI.
- You will also demonstrate AI in action with a mini project
What's included
- 1. Introduction to Artificial Intelligence
- 2. Overview of main AI topics
- 3. Artificial Intelligence and Predicate Calculus.
- 4. AI Programming Languages: Prolog and Lisp.
- 5. Graph Theory and Strategies for State Space Searches.
- 6. Heuristic Search Algorithms
- 7. Control and Implementation of State Space Searches
- 8. Knowledge Representation
- 9. Expert Systems and Problem Solving:
- 10. Introduction to Machine Learning
- 11. Wide spectrum of subjects (rather than just a few in detail)
- 12. Methodology and tools for problem solving
- 13. Outlook at AI research
- 14. Propaedeutic to applications and advanced courses in problem solving, decision systems, planning, robotics, data mining, collective intelligence, etc.
- 15. Introduction: History and foundations of AI
- 16. Problem solving:
- 17. Uninformed and informed Search
- 18. Constraint Satisfaction Problems and Constrained Optimization problems (complete and incomplete techniques)
- 19. Adversarial Search: two players games, games with uncertainty
- 20. Decision support systems and technologies
- 21. Knowledge representation
- 22. Reasoning
- 23. Expert systems Contents
- 24. Planning (basics)
- 25. Machine learning Basics of:
- 26. Decision trees
- 27. Ensemble learning
- 28. Reinforcement learning
- 29. Evolutionary computation
- 30. Neural networks
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4.5Instructor Rating100
Students38
Courses124
ReviewsAbout Trainer
EC-Council Certified Ethical Hacker
- https://aspen.eccouncil.org/Verify
- Certification Number ECC7649318520
- Candidate Name Muhammad Omer Fayyaz
AWS Certified Solutions Architect by Amazon
Teacher Demo
- https://www.youtube.com/watch?v=GekBHYpiskI
- https://youtu.be/I_s-408rsV4?si=ZoN80piDkIaDQjY5
- https://youtu.be/9RkBoDb32yE?si=CBpz6HvMRrwQ8TUz
Digital Dubai
Tech Fest AI Summit 2023
- https://www.linkedin.com/posts/enlatics_guest-of-honour-presented-to-guest-speakers-ugcPost-7137135397305827329-m_oo?utm_source=share&utm_medium=member_desktop
- https://www.linkedin.com/posts/enlatics_aisummitsuccess-techfesttriumph-enlatics-ugcPost-7136728344217198592-cy1b?utm_source=share&utm_medium=member_desktop
- https://www.linkedin.com/posts/muhammad-omer-33b6819b_techfest2023-aisummit-techinnovation-activity-7135603326691213312-48m0?utm_source=share&utm_medium=member_desktop
- https://www.linkedin.com/posts/muhammad-omer-33b6819b_ai-riskanalysis-keynotespeaker-activity-7134868489663635457-kyHm?utm_source=share&utm_medium=member_desktop
Artificial intelligence and data science
AI summit at NICL National Incubation Center
GoogleForEducation
- https://www.linkedin.com/posts/muhammad-omer-33b6819b_sot2023-aiinworkspace-sotevents-activity-7126511990151294976-4dyj?utm_source=share&utm_medium=member_desktop
- https://www.linkedin.com/posts/muhammad-omer-33b6819b_googleforeducation-edtech-empoweringeducation-activity-7127233167677145089-q_K_?utm_source=share&utm_medium=member_desktop
- https://www.linkedin.com/posts/muhammad-omer-33b6819b_sotevent-aiineducation-futuretech-activity-7127165212616499200-DLQs?utm_source=share&utm_medium=member_desktop
- https://www.linkedin.com/posts/muhammad-omer-33b6819b_googleforeducation-edtech-empoweringeducation-activity-7127233165043138560-5aWw?utm_source=share&utm_medium=member_desktop
- https://www.linkedin.com/posts/muhammad-omer-33b6819b_googleforeducation-edtech-empoweringeducation-activity-7126830729384054785-dV7f?utm_source=share&utm_medium=member_desktop
Institute ownership
- SAIET School of Artificial Intelligence & Emerging Technologies
- https://www.facebook.com/saiet.org/