Python Regression Accelerator: 1 Day Workshop in Vancouver

Group Discounts:

• Save 10% when registering 3 or more participants
• Save 15% when registering 10 or more participants

For more information on venue address, reach out to "eventbrite@catils.com"

About This Course

• Duration: 1 Full Day (8 Hours)
• Delivery Mode: Classroom (In-Person)
• Language: English
• Credits: 8 PDUs / Training Hours
• Certification: Course Completion Certificate
• Refreshments: Lunch, snacks, and beverages included

Course Overview

This 1 Day intensive program introduces you to the essential concepts of regression analysis using Python. You will explore simple and multiple linear regression, diagnostics, transformations, qualitative predictors, collinearity, and real-world modelling challenges.
The course focuses on practical understanding, helping you build, interpret, evaluate, and troubleshoot regression models efficiently.
Using a blend of theory, examples, and structured activities, you will learn how to apply regression to real datasets, assess model validity, and improve model performance in various scenarios.

Learning Objectives

By the end of the course, you will be able to:

1. Understand and apply simple and multiple linear regression.
2. Interpret regression output and evaluate model performance.
3. Diagnose model problems using residual analysis and assumptions.
4. Use indicator variables and interactions effectively.
5. Apply transformations to improve model fit and reliability.
6. Identify and manage collinearity issues.
7. Build regression models using Python with confidence.

Target Audience

This course is ideal for:

• Data science beginners with basic Python knowledge
• Students and professionals exploring statistical modelling
• Business analysts and researchers working with data
• Anyone looking to strengthen analytical and regression skills

Why Choose This Course?

This program simplifies complex regression topics into a clear, practical 1-day format.
The trainer brings real-world data science experience, ensuring examples and explanations remain practical, relevant, and easy to understand.
You gain structured exposure to essential and intermediate-level regression concepts without being overwhelmed by advanced mathematics.

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Want to train your entire team?
We provide customized in-house sessions tailored to your industry datasets, modelling goals, and team skill levels.
The content can be adapted to finance, marketing, healthcare, operations, or research environments.
Ideal for teams aiming to improve analytics capability in one focused day.

📧 Contact us today to schedule a customized in-house, face-to-face session: info@catils.com