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日本代购-グランドマスター三冠のKaggleノートブック開発術 単変量解析から地理情報分析/偽動画検出/LLMまで/GabrielPreda/クイープ【1000円以上送料無料】
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日本代购-著者GabrielPreda(著) クイープ(訳)出版社インプレス発売日2025年02月ISBN9784295021018ページ数50,307Pキーワードぐらんどますたーさんかんのかぐるのーとぶつくかいは グランドマスターサンカンノカグルノートブツクカイハ ぷれだ がぶりえる PREDA プレダ ガブリエル PREDA9784295021018内容紹介著者は、3つのKaggleのカテゴリーでグランドマスターを獲得。本書では、著者がこれまでに培った技術をもとに、さまざまなデータ分析の手法を解説していきます。Kaggleの基本機能の紹介から始まり、データ分析・可視化の基礎、地理情報や画像データセットの分析、テキスト分析、時系列データ処理、ディープフェイク動画検出など、分析対象のデータ種類を網羅的に取り上げます。さらに、LangChainとLLMを使ったRAGシステム(特定情報の追加学習可能な生成AIシステム)の構築といった新規性の高いテーマも解説。本書を手がかりに、データサイエンス/機械学習プラットフォーム&コミュニティのKaggleで、データ分析技術を幅広く習得することを目指していきましょう。※本データはこの商品が発売された時点の情報です。目次第1章 Kaggleとその基本機能/第2章 Kaggleノートブック作成の準備/第3章 Kaggleという旅の始まり—タイタニック号事件の分析/第4章 単変量/二変量/地理空間分析の方法—パブとスターバックス/第5章 データ分析に基づくストーリーと仮説検証—発展途上国向け小口融資とMeta Kaggle/第6章 画像データ分析—ミツバチの亜種を予測/第7章 テキスト分析—単語埋め込み、双方向LSTM、Transformer/第8章 音響信号の分析による模擬地震の予測/第9章 ディープフェイク動画を探す/第10章 Kaggleモデルで生成AIの能力を引き出す/第11章 旅の終わり—存在感を保ち、トップであり続けるために
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[ 25-09-04 00:26:02 ] RunTime:0.000280s SQL = SELECT * FROM bio_agent WHERE ( `isViews` = 1 ) AND ( `domain` LIKE '%test.ripai.com' )
[ 25-09-04 00:26:02 ] RunTime:0.000220s SQL = SELECT * FROM bio_agent WHERE ( `domain` = 'www.jp-daigou.com' )
[ 25-09-04 00:26:02 ] RunTime:0.000261s SQL = select * from bio_siteparams where FIND_IN_SET('081',AgentID)
[ 25-09-04 00:26:02 ] RunTime:0.000288s SQL = SHOW COLUMNS FROM bio_point
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[ 25-09-04 00:26:02 ] 注意:[8] A session had already been started - ignoring session_start() App.class.php 第 115 行.
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[ 25-09-04 00:26:02 ] 注意:[2] shuffle() expects parameter 1 to be array, boolean given BaseAction.class.php 第 418 行.
[ 25-09-04 00:26:02 ] 注意:[8] Undefined property: RakutenApiExecuter::$ApiDataWorker RakutenApiExecuter.php 第 346 行.
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[ 25-09-04 00:26:03 ] 注意:[2048] Non-static method PEAR::isError() should not be called statically, assuming $this from incompatible context getApiData.php 第 503 行.
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[ 25-09-04 00:26:03 ] 注意:[8] Undefined index: isDebugMe RakutenAction.class.php 第 607 行.
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