Some machine learning algorithms have been reimplemented by the Dask development team using Dask Arrays and DataFrames. The following algorithms have been reimplemented:
- Linear machine learning models such as linear regression and logistic regression
- Preprocessing with scalers and encoders
- Unsupervised algorithms such as k-means clustering and spectral clustering
In the following subsection, we will build a logistic regression model and perform clustering on the dataset.