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Описание

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Машинное обучение на R: экспертные техники для прогностического анализа

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Описание

Язык R предлагает мощный набор методов машинного обучения, позволяющих быстро проводить нетривиальный анализ ваших данных.
Книга является руководством, которое поможет применять методы машинного обучения в решении ежедневных задач. Бретт Ланц научит всему необходимому для анализа данных, формирования прогнозов и визуализации данных.
Здесь вы найдете информацию о новых улучшенных библиотеках, советы об этических аспектах машинного обучения и проблемах предвзятости, а также познакомитесь с глубоким обучением.
В этой книге
- Основы машинного обучения и особенности обучения компьютера на примерах.
- Подготовка данных к использованию в машинном обучении средствами языка R.
- Классификация значимости результатов.
- Предсказание событий с помощью деревьев решений, правил и опорных векторов.
- Прогнозирование числовых данных и оценка финансовых данных с помощью регрессионных методов.
- Моделирование сложных процессов с использованием нейронных сетей – фундамент глубокого обучения.
- Оценка моделей и улучшение их производительности.
- Новейшие технологии для обработки больших данных, в частности R 3.6, Spark, H2O и TensorFlow.
Читать далее
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Коротко о товаре

Артикул Маркета
3961613104
Издательство
ISBN
9785446115129
Автор
Ланц Б.
Год издания
Все характеристики
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2 360 ₽

Скидка: 48%
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Вместо:4 555 ₽
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    Ланц Б. "Машинное обучение на R"
    Машинное обучение на R: экспертные техники для прогностического анализа
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    –48 %
    Вместо:4 555 ₽
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    Покупатели пока не оценили товар
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