Master Applied Regression in Python: 1 Day Intensive | Burlington
Accelerated Python Regression Workshop: Learn Modelling, Diagnostics, and Prediction in One Intensive Day.
Group Discounts:
- Save 10% when registering 3 or more participants
- Save 15% when registering 10 or more participants
Good to know
Highlights
- ages 18+
- In person
- Paid parking
Refund Policy
Location
Regus ON, Burlington - North Service Road
4145 North Service Road #2nd Floor
Ph No +1 469 666 9332 Burlington, ON L7L 6A3
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Agenda
Module 1: Introduction to Regression Analysis
• Understand what regression analysis is and why it is used. • Explore publicly available datasets for modelling. • Learn key steps in performing regression analysis. • Icebreaker
Module 2: Simple Linear Regression Essentials
• Learn covariance, correlation, and basic model structure. • Explore parameter estimation and hypothesis testing. • Understand predictions and evaluating model fit. • Case Study
Module 3: Multiple Linear Regression Concepts
• Learn interpretation of regression coefficients. • Understand centring, scaling, and estimator properties. • Explore inference and prediction in multiple regression. • Simulation