April 2025
Intermediate
240 pages
6h 56m
Japanese
Content preview from AI開発力を鍛える！機械学習と最適化による問題解決講座
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.
236
制約範囲 204
セグメンテーション 078
絶対値 039
設定値 213
セッティング 089
説明可能AI 058
説明変数 054
線形回帰 032
線形回帰モデル 130
全結合ニューラルネットワーク 186
センサー 169
センサー数 070
相関関係 024, 031
走査型電子顕微鏡 077
装置構造 186
測定 077
測定試料 119, 120, 121
損失関数 115, 129, 131, 132, 135
た
大域的最適解 154
大規模モデル 075
堆積圧力 208
堆積時間 208, 211
代替試行 037
代表解 188
太陽電池 141
太陽電池変換効率データ 141
高さ位置 186
多項式 054
多項式回帰 050
多変量線形モデル 103, 107
多目的最適化 172, 174, 177, 184
多目的最適化問題 160
多目的の次元の呪い 177
探索 152, 199
探索空間 153
炭素濃度 186
単目的最適化 183
逐次最適化 190, 192, 193, 194
直接最適化 043
チョクラルスキー法 084
強いAI 011
データ
033, 035, 044, 045, 047, 089
データサイエンティスト 016, 058 ...
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.