Download Python機械学習プログラミング 達人データサイエンティストによる理論と実践 Free Books - Dlebooks.net

Download Python機械学習プログラミング 達人データサイエンティストによる理論と実践 Free Books

インプレス

Japanese - book pages - ISBN-10: 4844380605 - ISBN-13: 9784844380603

4/5 by 104 votes


機械学習の考え方とPython実装法がわかる!分類/回帰問題や深層学習の導入を解説。◎絶妙なバランス「理論と実践」を展開◎Pythonライブラリを使いこなす◎数式・図・Pythonコードを理解する本書は、機械学習の理論とPython実践法を網羅的に解説した技術書です。機械学習とは、データから学習した結果をもとに判定や予測を行うことです。すでにさまざまな機械学習の方法が開発されています。本書では、それらの方法について背景にある理論や特徴を解説した上で、Pythonによる実装法を説明します。初期の機械学習アルゴリズムから取り上げ、前処理や次元削減、Webへの展開のほか、終盤ではディープラーニングについても見ていきます。機械学習の理論と実践についてバランスよく解説してあり、AIプログラミングの第一歩を踏み出すための格好の一冊です。※本書は『PythonMachineLearning』の翻訳書です。※付録では、本書を読み進めるにあたっての前提知識として、Pythonライブラリや数学について補足説明をしています。必要に応じて、他の書籍などもご参照ください。発行:インプレス

Reviews

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Craig Craig

This is one of the best books that I have read so far in my life. You won't be disappointed.

Christopher Johnson

Liked it very much

John Walker

Good book

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