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Описание

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Математика в машинном обучении. Дайзенрот М. П, Альдо Фейзал А, Чен Сунь Он Питер

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Описание

Фундаментальные математические дисциплины, необходимые для понимания машинного обучения, - это линейная алгебра, аналитическая геометрия, векторный анализ, оптимизация, теория вероятностей и статистика. Традиционно все эти темы размазаны по различным курсам, поэтому студентам, изучающим data science или computer science, а также профессионалам в МО, сложно выстроить знания в единую концепцию. Эта книга самодостаточна: читатель знакомится с базовыми математическими концепциями, а затем переходит к четырем основным методам МО: линейной регрессии, методу главных компонент, гауссову моделированию и методу опорных векторов. Тем, кто только начинает изучать математику, такой подход поможет развить интуицию и получить практический опыт в применении математических знаний, а для читателей с базовым математическим образованием книга послужит отправной точкой для более продвинутого знакомства с машинным обучением.
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Коротко о товаре

Артикул Маркета
4515320290
Издательство
ISBN
9785446117888
Серия
Для профессионалов
Автор
Дайзенрот М., Фейзал А., Он Ч.
Все характеристики
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Цена с картой Яндекс Пэй:3 088 ₽

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Цена с картой Яндекс Пэй:3 879 ₽

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Математика в машинном обучении
Математика в машинном обучении. Дайзенрот М. П, Альдо Фейзал А, Чен Сунь Он Питер
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    System Design. Машинное обучение. Подготовка к сложному интервью

    Цена 1 968 ₽ вместо 3 530
  • Электроника шаг за шагом
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    Электроника шаг за шагом

    Цена 3 000 ₽ вместо 3 062
  • Основы компиляции: инкрементный подход
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    Основы компиляции: инкрементный подход

    Цена 2 290 ₽ вместо 4 107
  • Death Stranding. Часть 2
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    Death Stranding. Часть 2

    Цена 637 ₽ вместо 1 241
  • Тревожные люди. Фредрик Бакман
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    Тревожные люди. Фредрик Бакман

    Цена 608 ₽ вместо 1 170
  • Cosmodrome Games Игра "Имаджинариум" 11664
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    Cosmodrome Games Игра "Имаджинариум" 11664

    Цена 1 624 ₽ вместо 3 132
  • Славные парни. Предисловие Дмитрий GOBLIN Пучков
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    Славные парни. Предисловие Дмитрий GOBLIN Пучков

    Цена 786 ₽ вместо 1 532
  • Фундаментальный подход к программной архитектуре: паттерны, свойства, проверенные методы
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    Фундаментальный подход к программной архитектуре: паттерны, свойства, проверенные методы

    Цена 2 834 ₽ вместо 5 084
  • Реклама
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  • Теоретический минимум по Computer Science. Сети, криптография и data science
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    Теоретический минимум по Computer Science. Сети, криптография и data science

    Цена 1 919 ₽ вместо 3 441
  • Роберт Мартин рекомендует. Код, который умещается в голове: эвристики для разработчиков
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    Роберт Мартин рекомендует. Код, который умещается в голове: эвристики для разработчиков

    Цена 1 968 ₽ вместо 3 530
  • Бабочка в Британском музее
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    Бабочка в Британском музее

    Цена 489 ₽ вместо 494
  • 1984. Скотный двор. Оруэлл Дж. 7641185
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    1984. Скотный двор. Оруэлл Дж. 7641185

    Цена 177 ₽ вместо 179
  • Site Reliability Engineering. Надежность и безотказность как в Google
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    Site Reliability Engineering. Надежность и безотказность как в Google

    Цена 2 073 ₽ вместо 3 719
  • Белые пешки
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    Белые пешки

    Цена 1 063 ₽ вместо 1 907
  • Современный подход к программной архитектуре: сложные компромиссы
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    Современный подход к программной архитектуре: сложные компромиссы

    Цена 3 453 ₽ вместо 6 194
  • Часы без циферблата, или Полный энцефарект
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    Часы без циферблата, или Полный энцефарект

    Цена 455 ₽ вместо 888
  • Будь нужным: Семь правил жизни
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    Будь нужным: Семь правил жизни

    Цена 676 ₽ вместо 920
  • Грокаем алгоритмы искусcтвенного интеллекта
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    {"widgets":{"@marketfront/SnippetConstructor/ToggleWishlist":{"/content/page/fancyPage/recommendationRoll/content/lazyGenerator/initialContent/recomLayoutItem_21#1:1786577548_18/content/content/toggleWishlist":{"skuId":"101875734555","productId":1786577548,"offerId":"EkP3I2bE9lTLuVO7vuxYeg","size":24,"color":"#BDBDBC","wishlistLink":"/my/wishlist","baobabRealTimeEventPayload":{"version":"EPV_BRT_V1","payload":"CgoQr6r79++0nelCEhoKGHJlbWl4X2Rlc2t0b3BfbW9kZWxfY2FyZDIXCIyF9NMGEJuwkcL7AhjG/6gFIP7Q6wg=","sign":"VAY0eXuwkawxRjp1cY/5XEJUZRpX259vQV5wFyIkoWs="},"waitWishlistCollections":false,"place":{"page":"product","widget":"feed"}}}},"meta":{"/content/page/fancyPage/recommendationRoll/content/lazyGenerator/initialContent/recomLayoutItem_21#1:1786577548_18/content/content/toggleWishlist":{"name":"@marketfront/SnippetConstructor/ToggleWishlist"}}}

    Грокаем алгоритмы искусcтвенного интеллекта

    Цена 1 386 ₽ вместо 1 400
  • Создаем нейронную сеть (чернобелое издание)
    {"widgets":{"@marketfront/SnippetConstructor/ToggleWishlist":{"/content/page/fancyPage/recommendationRoll/content/lazyGenerator/initialContent/recomLayoutItem_21#1:53827673_19/content/content/toggleWishlist":{"skuId":"102688691416","productId":53827673,"offerId":"69_5WU9601YkRI0pv1CV0g","size":24,"color":"#BDBDBC","wishlistLink":"/my/wishlist","baobabRealTimeEventPayload":{"version":"EPV_BRT_V1","payload":"CgoQr6r79++0nelCEhoKGHJlbWl4X2Rlc2t0b3BfbW9kZWxfY2FyZDIWCNmw1RkQ2Knkxf4CGLThsQcg/tDrCA==","sign":"sm3dQJSUSdq38HTiD7FLgl5S8FhEAwJCBHgnK0/79V0="},"waitWishlistCollections":false,"place":{"page":"product","widget":"feed"}}}},"meta":{"/content/page/fancyPage/recommendationRoll/content/lazyGenerator/initialContent/recomLayoutItem_21#1:53827673_19/content/content/toggleWishlist":{"name":"@marketfront/SnippetConstructor/ToggleWishlist"}}}

    Создаем нейронную сеть (чернобелое издание)

    Цена 1 725 ₽ вместо 1 761
  • "ГESS" Тайный план Черчилля (Питер покет)
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    {"widgets":{"@marketfront/SnippetConstructor/ToggleWishlist":{"/content/page/fancyPage/recommendationRoll/content/lazyGenerator/initialContent/recomLayoutItem_21#1:1761849380_20/content/content/toggleWishlist":{"skuId":"101792853820","productId":1761849380,"offerId":"6fHSmNLKbZyPLbxxSxF3sw","size":24,"color":"#BDBDBC","wishlistLink":"/my/wishlist","baobabRealTimeEventPayload":{"version":"EPV_BRT_V1","payload":"CgoQr6r79++0nelCEhoKGHJlbWl4X2Rlc2t0b3BfbW9kZWxfY2FyZDIXCKTgjsgGELzezpr7AhjG/6gFIM7M6wg=","sign":"mGUjImE7KG1aPoguqoYxuwqbdUUB3i/BHKHyx4Yb3sI="},"waitWishlistCollections":false,"place":{"page":"product","widget":"feed"}}}},"meta":{"/content/page/fancyPage/recommendationRoll/content/lazyGenerator/initialContent/recomLayoutItem_21#1:1761849380_20/content/content/toggleWishlist":{"name":"@marketfront/SnippetConstructor/ToggleWishlist"}}}

    "ГESS" Тайный план Черчилля (Питер покет)

    Цена 409 ₽ вместо 797
  • Реклама
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  • Компьютерные сети. Принципы, технологии, протоколы
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    Компьютерные сети. Принципы, технологии, протоколы

    Цена 1 663 ₽ вместо 1 680
  • Мужчина в доме. Ленинградская повесть
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    Мужчина в доме. Ленинградская повесть

    Цена 227 ₽ вместо 229
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