YoVDO

Learn Statistics with Python

Offered By: YouTube

Tags

Statistics & Probability Courses Data Analysis Courses Python Courses Linear Models Courses Ordinary Least Squares Courses

Course Description

Overview

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.

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

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