Basic Statistical measures and important terminologies are described in this video, including:
Descriptive Statistics Categories, Population, and Sample: 0:08
Histograms and bins 1:37
Mode, unimodal, bimodal, and multimodal distributions 6:28
Range 9:47
Average and Median 10:45
Normal/Gaussian Distribution (and the Central Limit Theorem) 17:59
Percentile and Interquartile Range 33:14
Outlier Analysis Using the Box Plot Method 42:30
Deviation, Variance, Standard Deviation (and Bias) 50:17
Skewness (and moments) 1:02:11
Kurtosis 1:08:45
The code for this video can be downloaded from here:
https://drive.google.com/file/d/1Ul20U1iaIQgeTAKzI-guW-n-pwItquSy/view?usp=sharing
