図書

機械学習のための確率過程入門 : 確率微分方程式からベイズモデル,拡散モデルまで

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機械学習のための確率過程入門 = An Introduction to stochastic processes for machine learning : 確率微分方程式からベイズモデル,拡散モデルまで

Call No. (NDL)
MA211-M425
Bibliographic ID of National Diet Library
033065235
Material type
図書
Author
内山祐介 著
Publisher
オーム社
Publication date
2023.9
Material Format
Paper
Capacity, size, etc.
150p ; 21cm
NDC
417.1
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Detailed bibliographic record

Summary, etc.：

機械学習の道具として使われている確率過程について解説した書籍。ベイズモデル、生成AIの数学的動作原理について学べる。(Provided by: 出版情報登録センター（JPRO）)

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Table of Contents

  • 第1章　確率論の基礎

  • 第2章　確率積分と確率微分方程式

  • 第3章　マルコフ過程の性質

  • 第4章　確率過程とベイズモデル

  • 第5章　確率過程と機械学習

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Kanto

  • 福井県立図書館

    Paper
    Call No.：
    417.1/ｳﾁﾔ
    Book Registration Number：
    1017074020
    福井県立図書館

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Paper Digital

Material Type
図書
ISBN
978-4-274-23108-7
Title
機械学習のための確率過程入門 : 確率微分方程式からベイズモデル,拡散モデルまで
Title Transcription
キカイ ガクシュウ ノ タメ ノ カクリツ カテイ ニュウモン
Author/Editor
内山祐介 著
Author Heading
著者 ： 内山, 祐介 ウチヤマ, ユウスケ ( 033124748 )Authorities
Publication, Distribution, etc.
東京 : オーム社 (出版)
Publication Date
2023.9
Publication Date (W3CDTF)
2023
Extent
150p