SMLR-2023

The Department of Applied Sciences, Indian Institute of Information Technology Allahabad (IIIT-A) in collaboration with BIC, IIITA is going to organize an online workshop on Statistics for Machine Learning with R during July 03-06, 2023. Machine learning is the need of the hour and statistical techniques have an integral role to play while studying machine learning techniques. The aim of this workshop is to facilitate the participants with a basic to advance course on Statistics for Machine Learning. Along with the theoretical background, hands-on with R is also planned for better understanding and execution. This workshop will be a platform where various statistical experts would interact with the participants to share their knowledge, expertise and hence would be beneficial for the participants.

Topics to be covered in this workshop

* Comparison of Machine Learning Methods with Statistical Methods
* Logistic Regression v/s Random Forest
* Ridge and Lasso Regression
* Elastic Net
* Analysis of high Dimensional Data
* Feature Engineering using R Studio
* Dynamic Documentation using R Studio
* Mathematical Models for Biological Systems
* Solving Differential Equations Using R
* Fitting Differential Equations to Biological Data