Linear Regression Course
What will I learn?
Learn the important things about linear regression with our complete training, made special for people who work with Business Intelligence. You will dig deep into how to show data in pictures, learn how to fix data that doesn't match, and use Python to do linear regression. You will also learn how to check if your models are good using R-squared and regression coefficients, and improve how you write reports so you can explain data clearly. This training will help you understand data and give good advice based on what you find, making you a better analyst.
Apoia's Unique Features
Develop skills
Enhance the practical skills listed below
Learn how to show data in pictures: Make and understand scatter plots that show data clearly.
Explore data well: Find, fix, and handle data that is not consistent.
Check if models are good: Understand R-squared and check if the assumptions of regression are correct.
Write good analytical reports: Explain data clearly, shortly, and in a good order.
Use linear regression: Use Python to analyze data and understand what it means.
Suggested summary
Workload: between 4 and 360 hours
Before beginning, feel free to change the chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You will be able to generate more chapters like the examples below
This is a free course focused on personal and professional development. It is not akin to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.