Dive into statistical analysis using Python in this comprehensive 90-minute tutorial. Explore the power of Orange for Python scripting, master the creation of design matrices with Patsy, and understand linear models through the F distribution. Gain hands-on experience with Ordinary Least Squares regression techniques, all while enhancing your Python programming skills for data analysis and statistical modeling.
Overview
Syllabus
Python scripts in Orange.
Design Matrices using Patsy in Python.
Linear models using the F distribution in python.
Ordinary Least Squares Tutorial using Python.
Taught by
Dr Juan Klopper
