Artificial Neural Networks with R
All Data Scientist, Researchers, Undergraduates, PG Students and inspired are Welcome
This course is designed to provide insights on Artificial Neural Networks (ANN) for beginners which will be useful in modeling non-linear dependencies. Basic concepts of theory, model building, performance evaluations, and interpretation of results will be covered along with the hands on session using R Studio.
- Introduction to ANN
- Hyper-parameter tuning
- Performance Measures for ANN
- Over-fitting in ANN
- Class Imbalance Problem
- Feedforward Neural Networks
- Practical with R software
Payment can be made to Institute of Applied Statistics Sri Lanka, Account No. 086100130008638 at the People’s Bank,
Thimbirigasyaya, and scan copy of the payment slip should be emailed to [email protected] with duly completed
Maximum number of participants per group is 20
Department of Statistics & Computer Sciences
Faculty of Science, University of Kelaniya.