I’ve written a tutorial on simple multiclass classification using the Iris dataset, with examples on how to use logistic regression, how a decision boundary works, and how Softmax regression is used to select the best of multiple categories in a classifier.

https://github.com/mikeusru/scikit-learn-training/blob/main/multiclass_classification_decision_boundaries.ipynb