Introduction to Data Analysis
About Course
Course Description
This course is an introduction to descriptive and inferential statistical techniques widely used in psychological research. This course introduces students to fundamental descriptive and inferential statistical techniques, emphasizing both conceptual and technical understanding of data analysis. Topics include, but are not limited to, displaying and summarizing data, measures of central tendency and variability, probability, sampling distributions, hypothesis testing and predictive modelling, machine learning, data manipulation and visualisation amongst others.
Course Content
Topic 0: Course Outline
-
Topic 0: Course Outline
Topic 1: Introduction
Topic 2 ; Descriptive Statistics
Topic 3 : Basic Concepts of Probability
Topic 4: Discrete Random Variables
Topic 5: Continuous Random Variables
Topic 6: Sampling Distributions
Topic 7 : Estimation
Topic 8 : Testing Hypotheses
Topic 9: Two-Sample Problems
Topic 10 ; Correlation and Regression
Topic 11 : Chi-Square Tests and F-Tests
Student Ratings & Reviews
Excellent course for growth
thank you for having this course.