Professor Widom's Instructional Odyssey

LINKS TO JUPYTER Notebooks and data

Jupyter notebooks and data files used in Prof. Widom's courses are linked here for public download. Course participants should access notebooks and data directly through the Instabase system. (See Getting Started with Instabase.)

Basic and Advanced SQL

• SQLBasic.ipynb

• SQLAdvanced.ipynb

• Cities.csv

• Countries.csv

• Players.csv

• Teams.csv

Python for Data Analysis, Visualization, and Machine Learning

• PythonBasics.ipynb

• PythonData.ipynb

• PythonPandas.ipynb

• PythonPlotting.ipynb

• PythonRegression.ipynb

• PythonClassification.ipynb

• PythonClustering.ipynb

• Cities.csv

• Countries.csv

• Players.csv

• Teams.csv

The R Language for Data Analysis and Machine Learning

• RData.ipynb

• RPlotting.ipynb

• RML.ipynb

• Cities.csv

• Countries.csv

• Players.csv

• Teams.csv

Data Mining Using Python and SQL

• MiningSQL.ipynb

• MiningPython.ipynb

• Movies.csv

• Shop.csv

Network Analysis

• Networks.ipynb

• Friends.csv

• Follows.csv

• Dolphins.csv

Unstructured Data

• Text.ipynb

• Images.ipynb

• Wines200.csv

• Wines10K.csv

• flags.zip