About This Course
Artificial intelligence (AI) is a research field that studies how to realize the intelligent human behaviors on a computer.The ultimate goal of AI is to make a computer that can learn, plan, and solve problems autonomously. Although AI has been studied for more than half a century, we still cannot make a computer that is as intelligent as a human in all aspects. However, we do have many successful applications. In some cases, the computer equipped with AI technology can be even more intelligent than us. The Deep Blue system which defeated the world chess champion is a well-know example.
Jobs requiring artificial intelligence (AI) are expanding at a rate of 74% per year . LinkedIn’ s Emerging Jobs 2020 report lists AI specialists as the fastest growing job category in the United States in the last five years . These jobs offer an average salary of 136,000 USD, or around 1.9 billion per year . This is because automation has changed the way people live and work every day. Thus , jobs requiring artificial intelligence are proving to be the greatest career opportunities of our time.
Learning Objectives
Requirements
- Basic Understanding of programming
Target Audience
- Anyone who wants to learn about Artificial intelligence
Curriculum
History, Models, Activation Functions, and Basic Principles
Vector and Matrix Operation
A Tool for building Artificial Neural Network Applications
Model Neuron, Neural Learning Supervised and Unsupervised
The Hebb Model for Solving Pattern Recognition Problems
Perceptron Model In Pattern Recognition Cases
Adaline and Madaline Models For Pattern Recognition Cases
Backpropagation Model In Forecasting Cases
Case Clustering Using The Kohonen Network Model
Artificial Neural Network Application
Your Instructors
Enrolment validity: Lifetime
