May 2020
Intermediate to advanced
456 pages
9h 13m
Japanese
Overview
本書はPythonプログラミングを通してデータサイエンスの基本知識を「ゼロから学ぶ」ことができる入門書です。読者は架空のソーシャルネットワーク運営企業、データサイエンス・スター社のデータサイエンティストとして、さまざまな課題を解決しながら、必要な知識とスキルを着実に積み上げていきます。Pythonプログラミングの基礎から線形代数、統計確率の基礎、回帰、機械学習、ナイーブベイズ、決定木、ニューラルネットワーク、ディープラーニング、自然言語処理、ネットワーク分析、リコメンドシステム、データベースとSQL、MapReduce、データ倫理まで、データサイエンスに必要な幅広い知識をカバーします。
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