Welcome to theÂ SGLearn SeriesÂ targeted atÂ Singapore-based learnersÂ picking up new skillsets and competencies. This course is eligible for the CITREP+Â funding scheme if you are a Singaporean above 16 years old, terms and conditions apply. Enjoy the course.Â
Do note that this course on Artificial IntelligenceÂ is byÂ Balazs Holczer and is duplicated for Singaporeans to enjoy the training subsidy from the SingaporeÂ government.
Note fromÂ Balazs Holczer
This course is about artificial neural networks. Artificial intelligence and machine learning are getting more and more popular nowadays. In the beginning, other techniques such as Support Vector Machines outperformed neural networks, but in the 21th century neural networks again gain popularity. In spite of the slow training procedure, neural networks can be very powerful. Applications ranges from regression problems to optical character recognition and face detection. In the first part of the course you will learn about the theoretical background of neural networks, later you will learn how to implement them. If you are keen on learning methods, let's get started!