scripting:python:datascience
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DATA SCIENCE
NUMPY AND PANDAS
- Think_DSP book https://greenteapress.com/thinkdsp/thinkdsp.pdf
PANDAS (GENERAL)
- Data can be introduced as csv, excel, json, flows.. Do
pandas.read_+ tab to see all the options
LINEAR REGRESSION (PANDAS)
Link,
- dependent var., independent var., intercept, coeficients and n (number of observations)
- In Python with:
statsmodelsandscikit-learn
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