Intro to Machine Learning with Linear Regression in Python
Two practical examples, introducing the most popular Python ML libraries.
44 minutes read
Linear regression is the most simple task and algorithm to introduce you to the machine learning world.
You will also get familiar with popular Python libraries for ML projects, like pandas
, numpy
, and matplotlib
.
In this course, you will understand what ML is and how it works generally, with two examples of predicting employee salaries based on their years of experience and other parameters.
The first example will be with "almost ideal" data by just building the ML model, and the second example will emphasize that we need to analyze and pre-process data because, quite often, it's not prepared conveniently for us.