Notes on Data Analysis
The problem of model generation is illustrated with a linear regression model of a single variable. See the example. Contents Make synthetic data using a model from generated set Assign set of the primitive...
LARS is one of the most effective algorithms to select linear regression models. It is not so greedy as step-wise regression and takes not so much steps as Lasso. Contents Create synthetic data Run...
Vadim Strijov is a Data Analysis & Machine Learning professor at the FRCCSC of the RAS, Doctor of physics and mathematics sciences. He is a Research Fellow at the Computing Centre of the RAS....
Projects on mathematical modeling and data analysis 1. Optimal regression model generation Author, leader A mathematical model creation technique was developed. It is intended for modelling of engineering systems. There are set of smooth...
The hardware engineering projects for Tradition Ltd. Through the years, I have been working as a hardware engineer for Tradition Ltd. I enjoyed the excellent team. All the hardware engineering projects mentioned below were...
Practical examples of basic methods for data analysis. It is performed in the format of Matlab reports. It collects examples of forecasting, linear and logistic regression, model selection and useful utilities. intro.m An introduction...