July 2018
Intermediate to advanced
596 pages
13h 35m
Japanese
Content preview from Pythonによるデータ分析入門 第2版 ―NumPy、pandasを使ったデータ処理
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434
13
章
Python
におけるモデリングライブラリ入門
スコアに使われる指標はモデルによって異なりますが、明示的にスコアリング用の関数を指定するこ
ともできます。交差検証を行うと、モデルの最適化に時間はかかりますが、その分よい性能を得ること
ができます。
13.5
この後の学びのために
この章では、
Python
のモデリングライブラリについて、一部だけを駆け足で紹介しました。しかし、
Python
や
Python
のインタフェースを持つ、統計や機械学習フレームワークは、まだまだたくさんあり
ます。
この本では、特にデータラングリングに着目していますが、モデリングやデータサイエンスで使える
ツールに関する書籍は、他にもあります。それらの中でも以下の本は、よい内容です。
●
『
Python
ではじめる機械学習』
Andreas C. Muller
、
Sarah Guido
著、中田秀基訳
（オライリー・
ジャパン）
●
『
Python
データサイエンスハンドブック』
Jake VanderPlas
著、菊池彰訳（オライリー・ジャパン）
●
『ゼロからはじめるデータサイエンス
−
Python
で学ぶ基本と実践』
Joel Grus
著、菊池彰訳（オラ
イリー・ジャパン）
●
『
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』
Sebastian
Raschka
、
Vahid Mirjalili
著、株式会社クイープ訳、福島真太郎監訳（インプレス）
●
『
scikit-learn
と
TensorFlow
による実践 ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.