{"updated":"2025-01-19T15:27:16.514311+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00217561","sets":["1:10446:10675"]},"path":["10675"],"owner":"44499","recid":"217561","title":["ビブリオ・トーク -書評-:ゼロからつくるPython機械学習プログラミング入門"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-03-15"},"_buckets":{"deposit":"7e4695b0-40af-4797-a242-bf09a4251e6e"},"_deposit":{"id":"217561","pid":{"type":"depid","value":"217561","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"ビブリオ・トーク -書評-:ゼロからつくるPython機械学習プログラミング入門","author_link":["563857"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"ビブリオ・トーク -書評-:ゼロからつくるPython機械学習プログラミング入門"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"連載","subitem_subject_scheme":"Other"}]},"item_type_id":"30","publish_date":"2022-03-15","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_30_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"公立諏訪東京理科大学"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/217561/files/IPSJ-MGN630408.pdf","label":"IPSJ-MGN630408.pdf"},"date":[{"dateType":"Available","dateValue":"2024-03-15"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-MGN630408.pdf","filesize":[{"value":"4.6 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"bd87b0c6-62da-4116-8439-4f37f30c0509","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_30_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"石井, 一夫"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_6501","resourcetype":"article"}]},"item_30_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00116625","subitem_source_identifier_type":"NCID"}]},"item_30_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"機械学習を,アルゴリズムをきちんと理解した上でゼロからプログラミングして実装してみたい方は少なくないに違いない.本書はそのような野心的な読者の夢を叶えてくれるかもしれない.本書は,回帰分析,分類モデル,カーネルモデル,ニューラルネットワーク,強化学習,教師なし学習など,機械学習の全般的な分析法について,原理的なことから丁寧に説明し,Pythonでの実装を示している.分かりやすさを優先して数式的な記述や説明を省いたりせず,Pythonのソースコードについても丁寧に説明されている.機械学習の中身やプログラミングの実装に関し,ブラックボックスな部分が少ないという面で,お薦めの書籍である.","subitem_description_type":"Other"}]},"item_30_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"191","bibliographic_titles":[{"bibliographic_title":"情報処理"}],"bibliographicPageStart":"190","bibliographicIssueDates":{"bibliographicIssueDate":"2022-03-15","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"4","bibliographicVolumeNumber":"63"}]},"relation_version_is_last":true,"item_30_identifier_registration":{"attribute_name":"ID登録","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.20729/00217453","subitem_identifier_reg_type":"JaLC"}]},"weko_creator_id":"44499"},"created":"2025-01-19T01:18:03.067797+00:00","id":217561,"links":{}}