改訂 独習Pythonバイオ情報解析〜生成AI時代に活きるJupyter、NumPy、pandas、Matplotlib、Scanpyの基礎を身につけ、シングルセル、RNA-Seqデータ解析を自分の手で 実験医学別冊
Item #: 108060860

改訂 独習Pythonバイオ情報解析〜生成AI時代に活きるJupyter、NumPy、pandas、Matplotlib、Scanpyの基礎を身につけ、シン

Item #: 108060860

DJF 11884

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Shop 改訂 独習Pythonバイオ情報解析〜生成AI時代に活きるJupyter、NumPy、pandas、Matplotlib、Scanpyの基礎を身につけ、シングルセル、RNA-Seqデータ解析を自分の手で 実験医学別冊 online at a best price in Djibouti. 4758122784
  • Pythonの定番テキストが待望の改訂!大規模データの取り扱いや図による可視化など汎用的なPythonの使い方から,シングルセル,RNA-seq解析までバイオインフォマティクスの基礎が身につきます.サンプルデータとコード見本付きで,今日から実践しながら学べます.改訂では,生成AIの活用方法やScanpyの詳細な解説を加筆し,各種ライブラリのアップデートに対応しました. 【目次】 改訂にあたり はじめに(初版) 第1章 この本の使い方と事前準備 第2章 生成AIを用いたプログラミング 第3章 Jupyter Notebookの使い方 第4章 Python速習コース 第5章 文字列処理の基本 〜ファイルの読み書き,正規表現 第6章 Biopythonを用いた塩基配列データの扱い方 〜オブジェクト指向入門 第7章 pandasはじめの一歩 〜表形式データの扱い方 第8章 RNA-Seqカウントデータの処理 〜pandas実践編 第9章 データの可視化 〜Matplotlib,Seabornを用いたグラフ作成 第10章 統計的仮説検定 〜RNA-Seqデータを用いた検定の基本からモデル選択まで 第11章 シングルセル解析(1) 〜テーブルデータの前処理 第12章 シングルセル解析(2) 〜次元削減 第13章 シングルセル解析(3) 〜クラスタリング 付録A NumPy入門 付録B Scanpyを使ったシングルセル解析 索引 執筆者一覧
Publisher 羊土社
Publication date January 30, 2025
Language Japanese
Print length 446 pages
ISBN-10 4758122784
ISBN-13 978-4758122788
Item Weight 1 Kilograms
Dimensions 10.12 x 8.27 x 0.87 inches (25.7 x 21 x 2.2 cm)

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