Linear and Polynomial Regression in Python

Linear and Polynomial Regression in Python

Assessment

Interactive Video

Computers

9th - 10th Grade

Hard

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The video tutorial covers data fitting using Python, starting with setting up the environment in IPython Notebook. It demonstrates importing libraries like numpy and scipy, setting up data arrays, and performing linear and polynomial fits. The tutorial also explains plotting data using matplotlib and calculating the R-squared value both manually and with built-in functions. Finally, it shows how to download and execute the script from the command line.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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