Dive into a comprehensive 2.5-hour tutorial series on fundamental statistics concepts. Begin with a brief history of statistics before exploring basic concepts and data collection methods. Learn about descriptive statistics, including measures of central tendency (mean, median, mode) and measures of spread (range, IQR, variance, standard deviation). Gain practical skills by running descriptive statistics in R and understanding their real-life applications. Explore advanced topics such as different types of means, kurtosis, skewness, moments, and degrees of freedom in statistics. Perfect for beginners looking to build a solid foundation in statistical analysis and its practical implications.
Overview
Syllabus
How did Statistics Begin ... [Brief History of Statistics].
Basic Concepts of Statistics.
How is Data Collected ... [How Data Collection works in Statistics].
What is Descriptive Statistics ... [Examples and Concept - Mean Median Mode].
Descriptive Statistics Examples and Concepts - Part 2 - Range, IQR, Variance, Standard Deviation.
How to run Descriptive Statistics in R ... [Mean, Median, Mode - Measures of central tendency -Tips].
Descriptive Statistics in R [Range,IQR,Variance,SD,MAD,CV] - How to Run Descriptive Statistics in R?.
Application of Mean, Median and Mode [In Real Life] [Uses in Real Life].
Measures Of Spread In Real Life [Application of measures of dispersion in real life].
Application Of Different Types Of Mean [In Statistics] [Geometric Mean] [Harmonic Mean].
USEFUL OR TRASH? Kurtosis and Skewness [WATCH THIS, BEFORE YOU USE].
What are Moments in Statistics? Why are they called Moments?.
What is Degrees Of Freedom in Statistics? Degrees of freedom in Statistics Explained!.
Taught by
Learning Puree
