Module 6

Prediction and Prediction Intervals

Create fitted predictions and compare mean and individual prediction intervals.

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Notebook lab guide

Related dataset

M6_STARTUP_PREDICTION

Estimated time

25 to 40 min

Packages

pandas, numpy

Expected output

Printed Python results that can be compared with the lesson explanation.

Learning goals

Common errors

File not found: check that M6_STARTUP_PREDICTION.csv is installed or use the course data folder.
Package import error: use the browser notebook first, then download for local Jupyter if your local packages differ.
Column name error: compare your variable names with the dataset variables listed for this notebook.

Dataset path helper

import pandas as pd

df = pd.read_csv("/data/module-6/M6_STARTUP_PREDICTION.csv")
df.head()

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