January 2020
Beginner to intermediate
728 pages
10h 26m
Japanese
Content preview from データサイエンス設計マニュアル
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.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.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.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.
1.7 私の体験談から：答えるためには正しい問いが必要だ 19
か反
感か）を調べる仕事をしていた。ThriveMetrics は、メールやメッセージングシステムなどの社
内コミュニケーションに対して同じようなタイプの分析を行っていた。
どちらの会社においても、本書の印税が不要になるほどの利益はなかったが、クラウドベースの計算
システムの経験とデータが産業界でどのように使われるかについての知見が得られた。
• リアルサイエンティストとのコラボレーション：私は、生物学者や社会科学者と何度か面白いコラボ
レーションを行ったことがあり、現実のデータを扱うことの複雑さを理解するのにそれが大いに役
立った。実験データには大量のノイズと誤りがつきものだが、世界の仕組みを発見するためには、手
元のデータを可能な限りうまく処理しなければならない。
• ギャンブルシステムの構築：ハイアライの試合結果を予測するシステムの開発プロジェクトは、
私にとって特に面白い経験だった。この経験は、拙著 Calculated Bets: Computers, Gambling, and
Mathematical Modeling to Win（賭けの計算：コンピュータ、ギャンブル、勝つための数学的モデリン
グ、未邦訳） [Ski01] にまとめた。この予測システムは、ウェブのスクレイピングによってデータを
集め、統計的分析、シミュレーション/モデリングを加えて、慎重に評価を下すものだった。私はソー
シャルメディア分析を使って映画の興行収入 ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
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.