BOOK
Yasashiku Manaberu Support Vector Machine Sugaku No Kiso to Python Niyoru Jissen
Tamura Takahiro / Cho
3000yen
(3300yen Tax incl. in Japan)
| Points You Earn | 1% (30p) |
|---|---|
| Release Date | November 2022 |
| Availability | Backorder:Usually ships in 1-3 weeks |
Product Details
| Catalog No. | NEOBK-2805850 |
|---|---|
| JAN/ISBN | 9784274229671 |
| Product Type | BOOK |
| Pages | 225 |
|---|
Books are basically written in Japanese except for bilingual books or ones indicated as not written only in Japanese.
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Translate Description
*As it is a machine translation, the result may not provide an accurate description. Please use it only as a reference. *Not available within the China mainland region.
Description in Japanese
やさしく学べるサポートベクトルマシン 数学の基礎とPythonによる実践 / 田村孝廣/著
サポートベクトルマシンの原理は高校数学でほぼ理解できるという考えのもと、数学の解説はやさしく丁寧に展開。サポートベクトルマシンの実践例はPythonのサンプルコードで理解。基本的な文法も付録でフォロー。
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Tracklisting
| 1 |
第1章 はじめに(人工知能と機械学習
|
| 2 |
機械学習モデル ほか)
|
| 3 |
第2章 数学の基礎(ベクトル
|
| 4 |
行列 ほか)
|
| 5 |
第3章 線形サポートベクトルマシン(線形SVM)(線形SVM
|
| 6 |
線形SVMの最適化 ほか)
|
| 7 |
第4章 非線形サポートベクトルマシン(非線形SVM)(非線形SVM
|
| 8 |
非線形SVMの最適化 ほか)
|
| 9 |
Appendix Pythonの基礎
|
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