Certificate Course on Artificial Neural Networks with R

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.

Teacher Of Course
Information Of Course
Category
Certificate Course
Online
Short Course
Workshop
Duration Time
Level
Begin
Course Content

 

  • Introduction to ANN
  • Hyper-parameter tuning
  • Performance Measures for ANN
  • Over-fitting in ANN
  • Class Imbalance Problem
  • Feedforward Neural Networks
  • Practical with R software 

Duration:  23rd, 26th, 30th July & 2nd August
2024 (4 Days)
Time: From 7.00 pm to 10.00 pm (12hrs)
Pre-requisites: Basic Knowledge on Statistics and R
 Resource Person: Dr. Vasana Chandrasekara. Senior Lecturer, Department of Statistics & Computer Sciences, Faculty of Science, University of Kelaniya.

Course Fee: 10,000/-

Payment Methods

Name of the Account holder- Institute of Applied Statistics Sri Lanka

Account No - 086100130008638

Bank - People's Bank

Branch - Thimbirigasyaya

or

Name of the Account holder- Institute of Applied Statistics, Sri Lanka

Account No - 003460001586

Bank - Sampath Bank

Branch - Thimbirigasyaya

(Payment should be made on or before 22nd July 2024)

   

features

Course Features

Lessons Of Course