Lectures related to Collaborative Data Science: Tools and Git Workflow

Reordering of Series, Power Series Log in to Mediaspace to watch this video

Explores reordering series and the properties of power series for function representation.

Data Preparation for Machine Learning: Categorical and Numerical Data Log in to Mediaspace to watch this video

Explores data preparation for machine learning, emphasizing categorical to numerical conversion and effective data visualization techniques.

Time Series: Modeling and Analysis Log in to Mediaspace to watch this video

Covers modeling temporal dependence in time series, including trend, periodic components, regression, stationarity, autocorrelation, and independence testing.