Regressions & Correlation

Course Overview

• Course Title: Regressions & Correlation
• Instructor: Robert (Bob) Steele
• Target Audience: Individuals with basic mathematical skills, introduction to statistics, computer literacy, data handling skills, and analytical thinking
• Prerequisites: Basic Mathematical Skills, Introduction to Statistics, Computer Literacy, Data Handling Skills

Curriculum Highlights

• Key Topics Covered:
  • Correlation and its types
  • Calculation of the Correlation Coefficient (r)
  • Scatter plots and their interpretation
  • Simple Linear Regression
  • Residuals and the Least Squares Method
  • Distinguishing between correlation and causation
• Key Skills Learned:
  • Understanding of correlation and regression concepts
  • Ability to calculate the Correlation Coefficient (r)
  • Skill in creating and interpreting scatter plots
  • Knowledge of Simple Linear Regression modeling
  • Understanding of the difference between correlation and causation

Course Format

• Duration: 2.5 hours on-demand video
• Format: Self-paced online course
• Resources:
  • 1 article
  • 1 downloadable resource

Additional Information

• Course Details:
  • Certificate of completion
  • Access on mobile and TV