If you want to understand how different variables affect your business performance, you need to analyze your data and identify trends. One of the most common and powerful methods for trend ...

To introduce the idea of a measure of fit, in the first three tasks a line is given and the students explore the effects that six data points have on three measures ...

Abstract: The linear regression model is simple in form and easy to estimate; nevertheless, irrelevant features will raise the difficulty of its tasks. Feature selection is generally adopted to ...

Data science is a vast field that is growing with every passing day. Today, top companies are searching for professional data scientists who possess strong knowledge about the field and its related ...

For electronics, linear regression has many applications, including interpreting sensor data. You might also use it to generalize a batch of unknown components, for example.

The aim is to create a linear regression model from first principles and only using the in-built packages in Python 3.7. In order to find the coefficients b0 and b1 ...

Abstract: Cloud computing is a novel paradigm, where the limitations of ubiquitous connected devices in terms of computing, data access, networking and storage are solved through the use of cloud ...