Linear Regression Course
What will I learn?
Get to grips with the basics of linear regression with our complete course made especially for Business Intelligence professionals. Dig deep into data visualisation, find out how to deal with data that doesn't quite match up, and learn how to use linear regression in Python. Work out how good your models are using R-squared and regression coefficients, and get better at writing reports to show what the data is telling you in a way that's easy to understand. This course gives you the skills to find useful things in data and make recommendations based on facts, making you a better data analyst.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master data visualisation: Make and understand scatter plots that really show what's going on.
Conduct data exploration: Find, fix, and deal with data that doesn't look right.
Evaluate models: Know what R-squared means and check if your regression assumptions are okay.
Write analytical reports: Show data findings clearly, simply, and in a well-organised way.
Implement linear regression: Use Python to look at data and understand what the results mean.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Select which chapter to commence with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can include
You’ll be able to generate additional chapters similar to the examples below
This is a free course focused on personal and professional growth. It does not equate to a technical, undergraduate, or postgraduate qualification, but offers practical and relevant knowledge for your professional journey.