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Title: GitHub - m-ippei/AskAI-Python: AskAI-Python is a project dedicated to leveraging generative AI to answer your Python programming questions.

Open Graph Title: GitHub - m-ippei/AskAI-Python: AskAI-Python is a project dedicated to leveraging generative AI to answer your Python programming questions.

X Title: GitHub - m-ippei/AskAI-Python: AskAI-Python is a project dedicated to leveraging generative AI to answer your Python programming questions.

Description: AskAI-Python is a project dedicated to leveraging generative AI to answer your Python programming questions. - m-ippei/AskAI-Python

Open Graph Description: AskAI-Python is a project dedicated to leveraging generative AI to answer your Python programming questions. - m-ippei/AskAI-Python

X Description: AskAI-Python is a project dedicated to leveraging generative AI to answer your Python programming questions. - m-ippei/AskAI-Python

Opengraph URL: https://github.com/m-ippei/AskAI-Python

X: @github

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READMEhttps://patch-diff.githubusercontent.com/m-ippei/AskAI-Python
CC0-1.0 licensehttps://patch-diff.githubusercontent.com/m-ippei/AskAI-Python
https://patch-diff.githubusercontent.com/m-ippei/AskAI-Python#askai-python
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https://patch-diff.githubusercontent.com/m-ippei/AskAI-Python#pythonの普及ビジョン
もし、日本のIT技術者全員が、業務自動化・業務支援のためのPythonを使いこなせるとしたらどのような未来になりますか？https://github.com/m-ippei/AskAI-Python/blob/main/%E3%82%82%E3%81%97%E3%80%81%E6%97%A5%E6%9C%AC%E3%81%AEIT%E6%8A%80%E8%A1%93%E8%80%85%E5%85%A8%E5%93%A1%E3%81%8C%E3%80%81%E6%A5%AD%E5%8B%99%E8%87%AA%E5%8B%95%E5%8C%96%E3%83%BB%E6%A5%AD%E5%8B%99%E6%94%AF%E6%8F%B4%E3%81%AE%E3%81%9F%E3%82%81%E3%81%AEPython%E3%82%92%E4%BD%BF%E3%81%84%E3%81%93%E3%81%AA%E3%81%9B%E3%82%8B%E3%81%A8%E3%81%97%E3%81%9F%E3%82%89%E3%81%A9%E3%81%AE%E3%82%88%E3%81%86%E3%81%AA%E6%9C%AA%E6%9D%A5%E3%81%AB%E3%81%AA%E3%82%8A%E3%81%BE%E3%81%99%E3%81%8B%EF%BC%9F.md
https://patch-diff.githubusercontent.com/m-ippei/AskAI-Python#pythonの普及状況を知る
Python利用者数と用途https://github.com/m-ippei/AskAI-Python/blob/main/Python%E5%88%A9%E7%94%A8%E8%80%85%E6%95%B0%E3%81%A8%E7%94%A8%E9%80%94.md
https://patch-diff.githubusercontent.com/m-ippei/AskAI-Python#pythonを学ぶ理由
Python習得のメリットhttps://github.com/m-ippei/AskAI-Python/blob/main/Python%E7%BF%92%E5%BE%97%E3%81%AE%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88.md
https://patch-diff.githubusercontent.com/m-ippei/AskAI-Python#pythonの特徴を知る
Pythonの本質的な特徴や優位性https://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%81%AE%E6%9C%AC%E8%B3%AA%E7%9A%84%E3%81%AA%E7%89%B9%E5%BE%B4%E3%82%84%E5%84%AA%E4%BD%8D%E6%80%A7.md
Pythonと他のプログラミング言語を比べたときに最も特徴が光るような業務背景https://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%81%A8%E4%BB%96%E3%81%AE%E3%83%97%E3%83%AD%E3%82%B0%E3%83%A9%E3%83%9F%E3%83%B3%E3%82%B0%E8%A8%80%E8%AA%9E%E3%82%92%E6%AF%94%E3%81%B9%E3%81%9F%E3%81%A8%E3%81%8D%E3%81%AB%E6%9C%80%E3%82%82%E7%89%B9%E5%BE%B4%E3%81%8C%E5%85%89%E3%82%8B%E3%82%88%E3%81%86%E3%81%AA%E6%A5%AD%E5%8B%99%E8%83%8C%E6%99%AF.md
https://patch-diff.githubusercontent.com/m-ippei/AskAI-Python#pythonの業務活用
個人と企業双方にとってのPython学習のメリットhttps://github.com/m-ippei/AskAI-Python/blob/main/%E5%80%8B%E4%BA%BA%E3%81%A8%E4%BC%81%E6%A5%AD%E5%8F%8C%E6%96%B9%E3%81%AB%E3%81%A8%E3%81%A3%E3%81%A6%E3%81%AEPython%E5%AD%A6%E7%BF%92%E3%81%AE%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88.md
Pythonスキル習得と業務改善による効果の定量比較https://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%82%B9%E3%82%AD%E3%83%AB%E7%BF%92%E5%BE%97%E3%81%A8%E6%A5%AD%E5%8B%99%E6%94%B9%E5%96%84%E3%81%AB%E3%82%88%E3%82%8B%E5%8A%B9%E6%9E%9C%E3%81%AE%E5%AE%9A%E9%87%8F%E6%AF%94%E8%BC%83.md
Pythonによる業務効率化ポテンシャルと導入機会損失の定量比較（未浸透企業向け）https://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%81%AB%E3%82%88%E3%82%8B%E6%A5%AD%E5%8B%99%E5%8A%B9%E7%8E%87%E5%8C%96%E3%83%9D%E3%83%86%E3%83%B3%E3%82%B7%E3%83%A3%E3%83%AB%E3%81%A8%E5%B0%8E%E5%85%A5%E6%A9%9F%E4%BC%9A%E6%90%8D%E5%A4%B1%E3%81%AE%E5%AE%9A%E9%87%8F%E6%AF%94%E8%BC%83%EF%BC%88%E6%9C%AA%E6%B5%B8%E9%80%8F%E4%BC%81%E6%A5%AD%E5%90%91%E3%81%91%EF%BC%89.md
Pythonを扱える人材がより生産的な業務改革を行う場合https://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%82%92%E6%89%B1%E3%81%88%E3%82%8B%E4%BA%BA%E6%9D%90%E3%81%8C%E3%82%88%E3%82%8A%E7%94%9F%E7%94%A3%E7%9A%84%E3%81%AA%E6%A5%AD%E5%8B%99%E6%94%B9%E9%9D%A9%E3%82%92%E8%A1%8C%E3%81%86%E5%A0%B4%E5%90%88.md
Pythonライブラリ、tkinter、pyperclip、PyAutoGUI、pynput、による自動化と既存のツール利用・システム開発・運用したときによる導入判断基準https://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%83%A9%E3%82%A4%E3%83%96%E3%83%A9%E3%83%AA%E3%80%81tkinter%E3%80%81pyperclip%E3%80%81PyAutoGUI%E3%80%81pynput%E3%80%81%E3%81%AB%E3%82%88%E3%82%8B%E8%87%AA%E5%8B%95%E5%8C%96%E3%81%A8%E6%97%A2%E5%AD%98%E3%81%AE%E3%83%84%E3%83%BC%E3%83%AB%E5%88%A9%E7%94%A8%E3%83%BB%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0%E9%96%8B%E7%99%BA%E3%83%BB%E9%81%8B%E7%94%A8%E3%81%97%E3%81%9F%E3%81%A8%E3%81%8D%E3%81%AB%E3%82%88%E3%82%8B%E5%B0%8E%E5%85%A5%E5%88%A4%E6%96%AD%E5%9F%BA%E6%BA%96.md
Excelを手動で確認操作するしかない世界とExcelをPythonスクリプトから操作できる世界を比較https://github.com/m-ippei/AskAI-Python/blob/main/Excel%E3%82%92%E6%89%8B%E5%8B%95%E3%81%A7%E7%A2%BA%E8%AA%8D%E6%93%8D%E4%BD%9C%E3%81%99%E3%82%8B%E3%81%97%E3%81%8B%E3%81%AA%E3%81%84%E4%B8%96%E7%95%8C%E3%81%A8Excel%E3%82%92Python%E3%82%B9%E3%82%AF%E3%83%AA%E3%83%97%E3%83%88%E3%81%8B%E3%82%89%E6%93%8D%E4%BD%9C%E3%81%A7%E3%81%8D%E3%82%8B%E4%B8%96%E7%95%8C%E3%82%92%E6%AF%94%E8%BC%83.md
Pythonの言語的特徴から見た業務利用の範囲と限界https://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%81%AE%E8%A8%80%E8%AA%9E%E7%9A%84%E7%89%B9%E5%BE%B4%E3%81%8B%E3%82%89%E8%A6%8B%E3%81%9F%E6%A5%AD%E5%8B%99%E5%88%A9%E7%94%A8%E3%81%AE%E7%AF%84%E5%9B%B2%E3%81%A8%E9%99%90%E7%95%8C.md
https://patch-diff.githubusercontent.com/m-ippei/AskAI-Python#pythonに適したケースを探る
Pythonに適した開発規模https://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%81%AB%E9%81%A9%E3%81%97%E3%81%9F%E9%96%8B%E7%99%BA%E8%A6%8F%E6%A8%A1.md
Pythonを使わない方がいいというような他の選択肢の方が魅力的になる場合についてhttps://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%82%92%E4%BD%BF%E3%82%8F%E3%81%AA%E3%81%84%E6%96%B9%E3%81%8C%E3%81%84%E3%81%84%E3%81%A8%E3%81%84%E3%81%86%E3%82%88%E3%81%86%E3%81%AA%E4%BB%96%E3%81%AE%E9%81%B8%E6%8A%9E%E8%82%A2%E3%81%AE%E6%96%B9%E3%81%8C%E9%AD%85%E5%8A%9B%E7%9A%84%E3%81%AB%E3%81%AA%E3%82%8B%E5%A0%B4%E5%90%88%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6.md
https://patch-diff.githubusercontent.com/m-ippei/AskAI-Python#pythonと他のプログラミング言語を比較
Pythonの汎用性を他のプログラミング言語と比較https://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%81%AE%E6%B1%8E%E7%94%A8%E6%80%A7%E3%82%92%E4%BB%96%E3%81%AE%E3%83%97%E3%83%AD%E3%82%B0%E3%83%A9%E3%83%9F%E3%83%B3%E3%82%B0%E8%A8%80%E8%AA%9E%E3%81%A8%E6%AF%94%E8%BC%83.md
業務効率化・業務支援領域に最も適したプログラミング言語https://github.com/m-ippei/AskAI-Python/blob/main/%E6%A5%AD%E5%8B%99%E5%8A%B9%E7%8E%87%E5%8C%96%E3%83%BB%E6%A5%AD%E5%8B%99%E6%94%AF%E6%8F%B4%E9%A0%98%E5%9F%9F%E3%81%AB%E6%9C%80%E3%82%82%E9%81%A9%E3%81%97%E3%81%9F%E3%83%97%E3%83%AD%E3%82%B0%E3%83%A9%E3%83%9F%E3%83%B3%E3%82%B0%E8%A8%80%E8%AA%9E.md
プログラミング言語の特徴を比較https://github.com/m-ippei/AskAI-Python/blob/main/%E3%83%97%E3%83%AD%E3%82%B0%E3%83%A9%E3%83%9F%E3%83%B3%E3%82%B0%E8%A8%80%E8%AA%9E%E3%81%AE%E7%89%B9%E5%BE%B4%E3%82%92%E6%AF%94%E8%BC%83.md
JavaとExcelマクロに比べて、Pythonを使った開発が業務背景において最も生産的になるケースhttps://github.com/m-ippei/AskAI-Python/blob/main/Java%E3%81%A8Excel%E3%83%9E%E3%82%AF%E3%83%AD%E3%81%AB%E6%AF%94%E3%81%B9%E3%81%A6%E3%80%81Python%E3%82%92%E4%BD%BF%E3%81%A3%E3%81%9F%E9%96%8B%E7%99%BA%E3%81%8C%E6%A5%AD%E5%8B%99%E8%83%8C%E6%99%AF%E3%81%AB%E3%81%8A%E3%81%84%E3%81%A6%E6%9C%80%E3%82%82%E7%94%9F%E7%94%A3%E7%9A%84%E3%81%AB%E3%81%AA%E3%82%8B%E3%82%B1%E3%83%BC%E3%82%B9.md
Java、Excel_VBA、Pythonについて比較https://github.com/m-ippei/AskAI-Python/blob/main/Java%E3%80%81Excel_VBA%E3%80%81Python%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6%E6%AF%94%E8%BC%83.md
https://patch-diff.githubusercontent.com/m-ippei/AskAI-Python#pythonのキャリアを考える
Pythonは他のプログラミング言語と比べて、どういったキャリアを積みたい人に向いているかhttps://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%81%AF%E4%BB%96%E3%81%AE%E3%83%97%E3%83%AD%E3%82%B0%E3%83%A9%E3%83%9F%E3%83%B3%E3%82%B0%E8%A8%80%E8%AA%9E%E3%81%A8%E6%AF%94%E3%81%B9%E3%81%A6%E3%80%81%E3%81%A9%E3%81%86%E3%81%84%E3%81%A3%E3%81%9F%E3%82%AD%E3%83%A3%E3%83%AA%E3%82%A2%E3%82%92%E7%A9%8D%E3%81%BF%E3%81%9F%E3%81%84%E4%BA%BA%E3%81%AB%E5%90%91%E3%81%84%E3%81%A6%E3%81%84%E3%82%8B%E3%81%8B.md
開発エンジニア（開発作業非従事）がPythonを新たに覚える場合の定量的な比較https://github.com/m-ippei/AskAI-Python/blob/main/%E9%96%8B%E7%99%BA%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%EF%BC%88%E9%96%8B%E7%99%BA%E4%BD%9C%E6%A5%AD%E9%9D%9E%E5%BE%93%E4%BA%8B%EF%BC%89%E3%81%8CPython%E3%82%92%E6%96%B0%E3%81%9F%E3%81%AB%E8%A6%9A%E3%81%88%E3%82%8B%E5%A0%B4%E5%90%88%E3%81%AE%E5%AE%9A%E9%87%8F%E7%9A%84%E3%81%AA%E6%AF%94%E8%BC%83.md
https://patch-diff.githubusercontent.com/m-ippei/AskAI-Python#pythonを学習すべきか
Pythonの開発スキルを身につける副次的なメリットhttps://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%81%AE%E9%96%8B%E7%99%BA%E3%82%B9%E3%82%AD%E3%83%AB%E3%82%92%E8%BA%AB%E3%81%AB%E3%81%A4%E3%81%91%E3%82%8B%E5%89%AF%E6%AC%A1%E7%9A%84%E3%81%AA%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88.md
Pythonを使った自動化、スクリプト作成に向いていない人や環境についてhttps://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%82%92%E4%BD%BF%E3%81%A3%E3%81%9F%E8%87%AA%E5%8B%95%E5%8C%96%E3%80%81%E3%82%B9%E3%82%AF%E3%83%AA%E3%83%97%E3%83%88%E4%BD%9C%E6%88%90%E3%81%AB%E5%90%91%E3%81%84%E3%81%A6%E3%81%84%E3%81%AA%E3%81%84%E4%BA%BA%E3%82%84%E7%92%B0%E5%A2%83%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6.md
Pythonが向いている人、向いていない人https://github.com/m-ippei/AskAI-Python/blob/main/Python%E3%81%8C%E5%90%91%E3%81%84%E3%81%A6%E3%81%84%E3%82%8B%E4%BA%BA%E3%80%81%E5%90%91%E3%81%84%E3%81%A6%E3%81%84%E3%81%AA%E3%81%84%E4%BA%BA.md
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