This is the source code of the online textbook of a one-credit undergradate course on data science developped by Prof. Bilionis (www.predictivesciencelab.org). The textbook is in the form of a Jupyter Book.

The html version of the book can be accessed in this link.

Throughout the book, you will need access to some datasets. These are all in the data folder of the repository. If you work with the Jupyter Book, I download them when needed. But if you work on your own, you can download them from the following links:

• airfoil_self_noise.dat
• catalysis.csv
• challenger_data.csv
• compressor_data.xlsx
• hmx_data.csv
• motor.dat
• random_data.csv
• stress_strain.txt
• temp_price.csv
• temperature_raw.xlsx