Introduction to Data Science and Machine Learning

Conditions for Receiving a Certificate or ECTSPreparationWeek 1 - Introduction to Data ScienceWeek 2 - Import and Visualization of DataWeek 3 - Versioning with Git (Part 1) and data preparationWeek 4 - Versioning with Git (Part 2) and Current Developments in MLWeek 5 - Introduction to Machine Learning and Linear RegressionWoche 6 - Overfitting und RegularisierungWoche 7 - Neuronale NetzeWoche 8 - Fehlende WerteWoche 9 - ZeitreihenanalysenWoche 10 - Projektpräsentationen
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