Машинное обучение доступным языком. Елена Капаца

Машинное обучение доступным языком

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Примечания

1

Информационный стиль – инструмент для очистки текста от лишнего, для обнажения самой сердцевины текста.

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Решение задачи

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Исходная англоязычная версия датасета: kaggle.com/datasets/volodymyrgavrysh/bank-marketing-campaigns-dataset

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Здесь и далее ячейка с импортом библиотек будет пропущена. С полной версией кода можно ознакомиться в конце главы по QR-коду со ссылкой.

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