THIS COURSE INCLUDES : Computer invention , Internet invention , AI first appear , AI skills , HOW Human thinks , AI Strategy , What makes human smart , What are the ways in which people think and learn about things? , Machine is better than humans in these aspects , Humans are better than a God in this thing , What is scientific research?
What are the main areas of research in artificial intelligence? , artificial general intelligence , artificial narrow intelligence, Neuromorphic chips, Automation , Autumns , Generative Adversarial Networks , Turing Test , Lobner Prize , Ways of representing knowledge , ) Expert Learning Systems
2) Semantic networks: this technique
Focuses on relationships and descriptive words of objects, such as a graph
Which is used to represent a network or semantic network
3) Decision tree or search tree (research and decision tree)
4) Neural networks – created by creating a copy of synthetic and similar networks of neurons in the brain and working in a similar way to them
rules-based or expert systems - Types and functions of neurons - (ANN) Artificial Neural Networks - Connectionism - ANN types
Feed Forward Neural Networks
Convolutional Neural Network (CNN)
Recurrent Neural Networks (RNN)
Radial Basis Function Neural Networks
Self-Organizing Map Neural Network
Modular Neural Network (MNN)
Agents
Rational Agent
Deep Learning , Connectionism , The main axis on which artificial intelligence is based
Machine Learning , Superficial learning
Biological nerve cells, their types, and their mechanism of operation, Artificial neurons, their origin, history, development,
Introduction to Machine learning ,Artificial neural networks, their types and how they work, Artificial Intelligence layers , the core of AI , AI risks
Practical application by making a knowledge model as a graduation project for this course,
practical application on artificial intelligence applications such as photo-making applications and Chat GPT .
Also the practice on applications of video design through artificial intelligence,
Finally, we conduct the test and give the certificate .
What distinguishes this course
It is explained with the latest means of explanation, including motion graphic designs, that explain the entity of things, and other modern methods, which will make you fully understand the lessons. The course is in several languages, including Arabic and English. Direct communication between teacher and student
You will become qualified to embark on machine learning and artificial intelligence science.
See you .
Eng.Hussam Al-Haimi