Python - NumPy Functions for Data Analysis & Science!
Tutorial on common NumPy functions used for data analysis and science. Learn to combine generate random numbers from specific statistical distributions, transform data to make it easier to model with and sort & merge arrays.
GitHub repo containing the notebook under "Python YouTube Tutorials": https://github.com/tudev/Workshops-20...
Video on NumPy Arrays: • Python - NumPy Arrays!
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-----Video Chapters-----
0:00 - Intro
0:18 - Load in packages
0:29 - Concatenate arrays together
1:50 - NumPy functions to calculate summary statistics
5:54 - Return the minimum and maximum values of an array
7:10 - Log transformation of data
10:32 - Filter through an array with NumPy's "Where" function
13:19 - Generating random numbers based on a specified distribution
18:32 - Sorting arrays
20:33 - References and Additional Learning
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