The Effective Data Scientist
Alexander Schacht and Paolo Eusebi
Do you want to boost your career as a data scientist? Our podcast helps you in achieving this by teaching you relevant knowledge about all the different aspects of becoming a more effective data scientist.
Episodes
Mentioned books
Jan 26, 2023 • 47min
Interpretable ML with Serg Masis
Interpretable Machine Learning with Python - Second Ed
Interpretable Machine Learning with Python - Second Edition [link]
Explainable Boosting Machine [link]
How Interpretable and Trustworthy are GAMs? [link]SHAP (SHapley Additive exPlanations) [link]
Jan 12, 2023 • 31min
Become familiar with linear regression - Part 2 (Episode 3)
Other resources:
Linear Models with R by Julian J. Faraway, 2nd Edition
Regression Modeling Strategies by Frank E. Harrell
Jul 7, 2021 • 26min
Introduction to Linear Regression (Episode 2)
Jul 5, 2021 • 11min
