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AIがわかる数学入門 ―グラフ理論、特異値分解、OR:AIシステムを理解するための数学ガイド
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AIがわかる数学入門 ―グラフ理論、特異値分解、OR:AIシステムを理解するための数学ガイド

by Hala Nelson, 大橋 真也
July 2026
552 pages
7h 40m
Japanese
O'Reilly Japan, Inc.

Overview

本書は、特異値分解や最適化、グラフ理論といった数学的基礎から、自然言語処理、オペレーションズ・リサーチまで、AIを支える広範な数学を順を追って丁寧に解説します。実践的な応用例を補完する公開データセットとJupyter NotebookがGitHubに用意されており、理論と実践を行き来しながら理解を深めることができる構成になっています。

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Publisher Resources

ISBN: 9784814401666Publisher Website