Alexander Schacht and Paolo Eusebi
The Effective Data Scientist
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.
Besuch unbedingt die Website des Podcasts und unterstütze die Macher: theeffectivedatascientist.com
Autor
Alexander Schacht and Paolo Eusebi
Kategorie
Podcast-Website
Neueste Folge
22. Okt 2026
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Interpretable ML with Serg Masis 26.01.2023 47:21
An awesome guided tour in the world of interpretable machine learning with Serg Masis. Serg Masis is data scientist at Syngenta, a leading science-based agtech company. Serg wrote an amazing book on interpretable machine learning [link]. All the code used for the examples illustrated in the book is freely available [link]. Serg drives us through the concept of interpretability and why it is better...
Become familiar with linear regression - Part 2 (Episode 3) 12.01.2023 30:37
In this episode, we continue to dive into the linear regression model. What are the real-world applications? When our model fit is enough? What are the pros and cons of increasing complexity in our model? We discuss also the basic principles of covariates transformation (i.e. the logarithm) and how this has played a pivotal role in the modeling of the Covid-19 epidemics. Furthermore, we discuss ho...
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