September 2025
Intermediate to advanced
424 pages
5h 17m
Japanese
Overview
本書は、データサイエンスに欠かせない微積分・確率・線形代数・統計を、線形回帰・ロジスティック回帰・ニューラルネットワークといった実践的なアルゴリズムと結びつけて学べるハンズオンガイドです。数式による説明を最小限に抑え、SymPy、NumPy、scikit-learnなどのコード例を通じて直感的に理解し、実際に活用する力を養います。後半では、市場で評価されるスキルセットやデータサイエンス分野でのキャリア構築に役立つ実践的アドバイスも提供しています。読み終える頃には、強固な数理基盤と実践力を備え、自信を持って現場で活躍できる力が身についているはずです。
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
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.