For better understanding it is suggested that you start watching from the first video in the playlist and move forward sequentially.
Introduction to Research Methods
Philosophy of Science | Four Major Paradigms
Types of Variables: Dependent, Independent, Moderating, Mediating & Control Variable
Survey Questionnaire Design Using Google Forms
Data Cleaning (1): Interviewer Fraud
Data Cleaning (2): Suspicious response
Data Cleaning (3): Data Entry Errors
Measurement Scales | Choice of Appropriate Graphs and Statistics
What Is Normal Distribution?
Choosing A Statistical Test Based On Your Data And Research Question
How To Choose The Best Regression Model? (Linear, logistic, multinomial, ordinal or probit)
Five assumptions of linear regression
What is Linearity?
What is Homoskadesticity? (& heteroskedasticity)
What is Autocorrelation?
Linear regression concept (everything you need to know)