Subsequently, we'll move from theory into practice, and implement Linear Regression with Python by means of the Scikit-learn library. We will generate a dataset where a linear fit can be made, apply ...

Implement the gradient descent algorithm from scratch. Perform univariate linear regression with Numpy and Python. Create data visualizations and plots using matplotlib. By the end of this course, I ...

The fundamental technique has been studied for decades, thus creating a huge amount of information and alternate variations that make it hard to tell what is key vs. non-essential information.