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日本代购-深層学習による自然言語処理/坪井祐太/海野裕也/鈴木潤【3000円以上送料無料】
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日本代购-著者坪井祐太(著) 海野裕也(著) 鈴木潤(著)出版社講談社発売日2017年05月ISBN9784061529243ページ数229Pキーワードしんそうがくしゆうによるしぜんげんごしより シンソウガクシユウニヨルシゼンゲンゴシヨリ つぼい ゆうた うんの ゆうや ツボイ ユウタ ウンノ ユウヤ9784061529243内容紹介◆自然言語処理の応用(機械翻訳、文書要約、対話、質問応答)に焦点を当て、深層学習の利用方法を解説。◆「実装上の工夫」など、本書でしか読めない実践的な内容が充実!◆自然言語処理の応用(機械翻訳、文書要約、対話、質問応答)に焦点を当て、深層学習の利用方法を解説。◆「実装上の工夫」など、本書でしか読めない実践的な内容が充実! ■おもな内容第1章 自然言語処理のアプローチ第2章 ニューラルネットの基礎第3章 言語処理における深層学習の基礎第4章 言語処理特有の深層学習の発展第5章 応用第6章 汎化性能を向上させる技術第7章 実装第8章 おわりに■機械学習プロフェッショナルシリーズ本シリーズでは、発展著しい機械学習技術の数学的な基礎理論、実用的なアルゴリズム、それらの活用法を、全29巻にわたって刊行する。ビッグデータ時代を牽引している若手・中堅の現役研究者が、入門的な内容から最先端の研究成果までをわかりやすく解説。これからデータサイエンス分野で研究を始めようとしている大学生・大学院生、および、機械学習技術を基礎科学や産業に応用しようとしている研究者・技術者に向けた注目のシリーズである。第7期として、以下の3点を刊行!統計的因果探索 清水 昌平・著画像認識 原田 達也・著深層学習による自然言語処理 坪井 祐太/海野 裕也/鈴木 潤・著■シリーズ編者杉山 将 理化学研究所 革新知能統合研究センター センター長/東京大学大学院新領域創成科学研究科 教授※本データはこの商品が発売された時点の情報です。目次第1章 自然言語処理のアプローチ/第2章 ニューラルネットの基礎/第3章 言語処理における深層学習の基礎/第4章 言語処理特有の深層学習の発展/第5章 応用/第6章 汎化性能を向上させる技術/第7章 実装/第8章 おわりに
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