Teaching & Academics

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
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