01 about-your-instructors (5.61 MB)
01 what-is-data-science (12.51 MB)
02 statistics-by-example-activities (48.56 MB)
02 machine-learning-the-basics (85.09 MB)
03 machine-learning-further-reading (10.63 MB)
01 what-is-software-engineering-for-data-science (62.48 MB)
01 the-structure-of-a-data-science-project (86.83 MB)
02 the-outputs-of-a-data-science-experiment (38.53 MB)
02 the-four-secrets-of-a-successful-data-science-experiment (67.96 MB)
01 data-scientist-toolbox (20.92 MB)
01 separating-hype-from-value (9.69 MB)