People Innovation Excellence

ARTIFICIAL INTELLIGENCE (4 Credits)

Learning Outcomes:

On successful completion of this Course, students will be able to: LO1 – Describe the concept of the intelligent agent and Artificial Intelligence; LO2 – Explain various intelligent search algorithms to solve the problems; LO3 – Apply various techniques to an agent when acting under certainty; LO4 – Apply various learning algorithms to solve the problems; LO5 – Analyze the role of Ethical in Artificial Intelligence.

Topics:

  1. Principal Component Analysis;
  2. Proposal Presentation;
  3. Fuzzy Logic;
  4. Search Strategies;
  5. Introduction to Artificial Intelligence;
  6. K-Nearest Neighbour;
  7. Local Search;
  8. Fuzzy Set; K-Means;
  9. Review;
  10. Markov Model and Hidden Markov Model;
  11. Support Vector Machine;
  12. Project Presentation;
  13. Linear Regression;
  14. Adversarial Search;
  15. Bayesian Network;
  16. Introduction to Neural Network and Deep Learning;
  17. Quantifying Uncertainty;
  18. Introduction to Bayesian Network;
  19. Decision Tree;
  20. Intelligent Agents;
  21. Application and Ethics in Artificial Intelligence;
  22. Introduction to Machine Learning.

 


Published at : Updated

Periksa Browser Anda

Check Your Browser

Situs ini tidak lagi mendukung penggunaan browser dengan teknologi tertinggal.

Apabila Anda melihat pesan ini, berarti Anda masih menggunakan browser Internet Explorer seri 8 / 7 / 6 / ...

Sebagai informasi, browser yang anda gunakan ini tidaklah aman dan tidak dapat menampilkan teknologi CSS terakhir yang dapat membuat sebuah situs tampil lebih baik. Bahkan Microsoft sebagai pembuatnya, telah merekomendasikan agar menggunakan browser yang lebih modern.

Untuk tampilan yang lebih baik, gunakan salah satu browser berikut. Download dan Install, seluruhnya gratis untuk digunakan.

We're Moving Forward.

This Site Is No Longer Supporting Out-of Date Browser.

If you are viewing this message, it means that you are currently using Internet Explorer 8 / 7 / 6 / below to access this site. FYI, it is unsafe and unable to render the latest CSS improvements. Even Microsoft, its creator, wants you to install more modern browser.

Best viewed with one of these browser instead. It is totally free.

  1. Google Chrome
  2. Mozilla Firefox
  3. Opera
  4. Internet Explorer 9
Close