One of the simplest models of machine learning is linear regression When there is a linear relationship between the features and the target variable, all we need to find is the equation of the straight line in the multidimensional space For example, we have real estate sales data: apartment size, floor, area code, distance from […]

In my previous post, I went over the basic concepts in machine learning and I used a very small amount of data. I got great feedbacks but also notes to make more complex example with bigger dataset. In this post I will use a bigger dataset and use pandas , seaborn and scikit-learn to illustrate […]

Python is a great programming language for data analysis. With tons of packages for data handling it is the best choice for data analysts , algorithm developers and more Lets get started with understanding the relationship between some very popular data packages Numpy is package for multi dimension arrays – very effective implementation Scipy – […]