(7 Ratings)

Introduction to Data Analysis

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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

Total 7 Ratings
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2 years ago
thank you doc priyanka
2 years ago
Thank you Sir Yahya!
2 years ago
all are good.
2 years ago
Excellent course for growth
2 years ago
This help me a lot.thanks
2 years ago
thank you for having this course.
3 years ago
Dr Nora made it possible for us to understand the course easier and it challenges us to do well. Thank you.
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