Course Content
Getting into NumPy Basics
Basic Statistical Operations
NumPy
offers a suite of functions for executing basic statistical operations on NumPy
arrays, making it indispensable for data analysis. Key functions include:
mean()
: Computes the mean (average) of array elements;median()
: Determines the median (middle value) of array elements;std()
: Calculates the standard deviation, measuring the spread of the array elements;var()
: Assesses the variance, indicating the variability of array elements;min()
: Identifies the minimum value within an array;max()
: Locates the maximum value within an array;argmin()
: Finds the index of the minimum value in an array;argmax()
: Discovers the index of the maximum value in an array.
Task
Swipe to show code editor
- Create an array filled with 10 random values.
- Compute the mean of the array.
- Determine the median of the array.
- Calculate the standard deviation of the array.
- Assess the variance of the array.
Mark tasks as Completed
Switch to desktop for real-world practiceContinue from where you are using one of the options below
Everything was clear?
Thanks for your feedback!
Section 1. Chapter 4