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Statistics Beginners Tutorials

Learning Puree via YouTube

Overview

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This course covers the basic concepts of statistics, including data collection, descriptive statistics, and running descriptive statistics in R. Students will learn about measures of central tendency, measures of dispersion, different types of mean, kurtosis, skewness, moments in statistics, and degrees of freedom. The course aims to teach fundamental statistical skills and tools using real-life applications. The teaching method includes lectures, examples, and demonstrations in R. This course is designed for beginners who are interested in learning the basics of statistics.

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

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