Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with two-way interactions between ...

Biometric analysis of the weight of 314 cockerel lenses required the preparation of data to create stochastic independence of the values. The subsequent non-linear regression analyses showed very ...

It can be highly beneficial for companies to develop a forecast of the future values of some important metrics, such as demand for its product or variables that describe the economic climate. There ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...

In many applications, the response variable is not Normally distributed. GLM can be used to analyze data from various non-Normal distributions. In this short course, we will introduce two most common ...