Basic Statistics for Beginners | Data Analysis | Data Science

Описание: In this video, I'll cover the foundational concepts of basic statistics that every data scientist and analyst should know. You'll learn about key topics such as mean, median, mode, variance, standard deviation, etc.


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00:00 Introduction
01:23 What is Statistics?
01:52 Types of Statistics
2:02 Descriptive Statistics
02:15 Measures of Central Tendency
02:38 Mean
03:07 Median
03: 50 Mode
04:12 Measures of Dispersion
04:30 Range
04:46 Standard Deviation
05:01 Variance
05:30 Distribution
05:43 Normal Distribution
06:06 Skewed Distribution
06:36 Uniform distribution
06:55 Bimodal Distribution
07:30 Inferential Statistics
08:36 Types of Inferential Statistics
09:10 Regression Analysis
09:29 Correlation

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