Statistics with Python! Variance and Standard Deviation

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Tutorial on coding out descriptive statistics in Python. Learn how to analyze data sets using descriptive statistics, code out the variance & standard deviation by hand within Python and graph out histograms to visualize the data.

CONNECT:

|-Video Chapters-|
0:00 - Intro
0:12 - Descriptive Statistics
0:49 - Measures of Spread/Variation
1:06 - Scenario: Housing Prices
1:57 - Creating a function for the arithmetic mean
3:18 - Calculating and coding the variance
7:03 - Calculating and coding the standard deviation
8:21 - Graphing the standard deviation onto a histogram
10:58 - Time varying data and the change of the distribution's spread
12:37 - References and additional learning
  1. Adrian Dolinay
  2. Statistics with Python! Variance and Standard Deviation
  3. statistics
  4. variance python
  5. variance
  6. standard deviation
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This is a very useful and an amazing tutorial. I'm starting my data analysis journey, although I have some experience coding with Python and JavaScript, and this video helps a lot. Thank you very much for creating this type of content.

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