October 2021
Beginner to intermediate
344 pages
3h 53m
Japanese
Content preview from AIの心理学 ―アルゴリズミックバイアスとの闘い方を通して学ぶ ビジネスパーソンとエンジニアのための機械学習入門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,
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.
第Ⅲ部ユーザー視点のアルゴリズミックバイアスの対処法
- アルゴリズムはその仕組みゆえに、バイアスのさまざまな発生源にさらされる
- バイアスは実在し、時に著しい弊害をもたらす
- アルゴリズミックバイアスは実世界のバイアスに根差している場合が多い
この第Ⅲ部では、アルゴリズムを使う人々（ビジネリーダーや政府の官僚など）と、アルゴリズムの使用に関する意思決定を担う人々（企業の法令遵守責任者や規制当局者など）が、アルゴリズミックバイアスをいかに感知、対処、防止し得るかを紹介していきます。
第Ⅲ部は次の6つの章で構成されています。
- 12章 アルゴリズムを使うべきか否か
- そもそもアルゴリズムを使うべきなのか、それとも他の手法をとるべきかの選択について概説します
- 13章 アルゴリズミックバイアスのリスクの評価
- 意思決定に関連して発生し得るアルゴリズミックバイアスのリスクの程度を評価する方法を概説します
- 14章 一般ユーザーによるバイアスの回避策
- アルゴリズミックバイアスに対する自衛策の概略を紹介します
- 15章 アルゴリズミックバイアスの検出方法
- アルゴリズミックバイアスの具体的な診断方法を紹介します
- 16章 管理者の介入によってバイアスを抑止する方法
- アルゴリズムに深く根差したバイアスに対処するための経営戦略を紹介します
- 17章 公平公正なデータの生成法
- アルゴリズムのユーザーが、公平なデータを生成することによって、アルゴリズミックバイアスの排除にいかに大きく貢献できるかを説明します
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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.