Advanced Artificial Intelligence

  • College Of Computing & Information Technology |

Description

- Understand the basic concepts of genetic algorithm and its applications.
- Understand the basic concepts of advanced machine learning algorithms.
- Apply the basic principles of advanced machine learning algorithms on example data.

Program

Computer Science bachelor`s degree Program

Objectives

  • -

Textbook

Data will be available soon!

Course Content

content serial Description
1Introduction
2Genetic Algorithms
3Genetic Programming Applications
4Principal Component Analysis
5Supervised Learning (Naive Bayes, K Nearest Neighbors)
6Supervised Learning (Decision Trees, Random Forests, SVM)
7Unsupervised Learning (Partitioning Clustering)
8Unsupervised Learning (Hierarchical Clustering)
9Unsupervised Learning (Density Based Clustering)
10Recommendation Engines
11Introduction to Deep Learning
12Convolutional Neural Networks
13New Trends in AI
14Research Activities
15Revision

Markets and Career

  • Generation, transmission, distribution and utilization of electrical power for public and private sectors to secure both continuous and emergency demands.
  • Electrical power feeding for civil and military marine and aviation utilities.
  • Electrical works in construction engineering.

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