Statistics and Probability for Data Science | Data Science Summer School 2023
Part of the Data Science Summer School 2023: https://ds3.ai/ Organised by the Hertie School Data Science Lab.
Instructor: Dr. Nikolas Nüsken (https://nik-nuesken.com/)
An absolute must-have knowledge for data scientists is statistics and probability. They gives us the language and tools to quantify the uncertainty of events and reason in a principled manner. Machine learning is about developing predictive models from uncertain data, with imperfect or incomplete information. We can manage this uncertainty using the theories and tools of these two disciplines.