https://haosquare.com/tags/python/Recent content in Python on 好豪筆記Hugo -- gohugo.iozh-twhaosquare.tw@gmail.com (好豪)haosquare.tw@gmail.com (好豪)2026 好豪筆記 ʕ •ᴥ•ʔSun, 12 Jan 2025 00:00:00 +0000https://haosquare.com/r-vs-python-data-science/Sun, 12 Jan 2025 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/r-vs-python-data-science/比起 R 語言，我建議以台灣資料科學職場為目標的新手先專注 Pythonhttps://haosquare.com/coursera-introduction-to-generative-ai-for-software-development/Mon, 16 Dec 2024 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/coursera-introduction-to-generative-ai-for-software-development/Coursera 平台上由 DeepLearning.AI 開設的生成式 AI 寫程式教學線上課程https://haosquare.com/python-venv/Sun, 01 Dec 2024 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-venv/venv 虛擬環境能幫助你實現程式碼的再現性，這是資料科學家不可或缺的優良開發習慣https://haosquare.com/pyforest-automated-imports/Sat, 30 Sep 2023 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/pyforest-automated-imports/pyforest 只需要一行程式碼、就能一次 import 超過三十個熱門套件！https://haosquare.com/python-enum/Sat, 12 Aug 2023 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-enum/使用 Python 的 enum 套件來進行枚舉，將幫助你更好表述一群「成員名稱與成員數值」的對應關係、妥善管理你的特定常數值集合https://haosquare.com/calculate-ab-testing-sample-size/Tue, 27 Jun 2023 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/calculate-ab-testing-sample-size/A/B Test 樣本數計算的公式與假設https://haosquare.com/python-learning-resource/Sat, 03 Jun 2023 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-learning-resource/整理 Python 自學資源，包括課本、線上課程、以及講座資源，從入門到進階內容都有https://haosquare.com/python-property/Mon, 23 Jan 2023 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-property/用程式碼介紹使用 Property 實踐 Getter 與 Setter 方法有什麼好處、以及使用時該注意的地方https://haosquare.com/python-underscore/Sat, 22 Oct 2022 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-underscore/7 種 Python 裡單底線與雙底線的變數命名意義還有實用技巧，幫助你好好看懂底線寫法https://haosquare.com/why-google-colab-python/Sat, 06 Aug 2022 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/why-google-colab-python/Google Colab 是讓你用網頁瀏覽器就能寫 Python 程式並執行的超讚平台https://haosquare.com/python-pandas-lambda-tricks/Fri, 03 Jun 2022 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-pandas-lambda-tricks/五個案例分享 Pandas 內 Lambda 函式的超實用使用技巧https://haosquare.com/python-dataclass/Mon, 04 Apr 2022 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-dataclass/dataclass 幫助你提升在 Python 定義資料容器類別的工作效率https://haosquare.com/python-pandas-method-chaining/Sat, 05 Mar 2022 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-pandas-method-chaining/Pandas 的 Method Chaining 實現「一行只有一個資料處理動作」的程式碼寫作風格，讓你的 Pandas 程式碼更簡潔、更好讀https://haosquare.com/lineagem-binomial-test-p-value/Sat, 12 Feb 2022 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/lineagem-binomial-test-p-value/2介紹二項式檢定如何檢驗抽獎成功率，並且帶你一步步計算 P-value、學會清楚解讀 P-valuehttps://haosquare.com/python-pandas-wide-and-long-data/Tue, 01 Feb 2022 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-pandas-wide-and-long-data/Python 的 Pandas 套件裡面好用的長寬資料轉換函式：stack()、unstack()、melt()、pivot()https://haosquare.com/python-type-hints-3-beginner-mistakes/Fri, 05 Nov 2021 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-type-hints-3-beginner-mistakes/Type Hints 透過型別註釋讓程式更容易閱讀、也讓開發更有效率https://haosquare.com/tbrain-tomofun-audio-classification/Tue, 17 Aug 2021 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/tbrain-tomofun-audio-classification/Tomofun 狗音辨識 AI 百萬挑戰賽，主題是運用機器學習來辨識居家環境中的聲音，我最終取得了第 10 名的成績，心得分享https://haosquare.com/tbrain-esun-handwriting-recognition/Mon, 26 Jul 2021 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/tbrain-esun-handwriting-recognition/2021 年春夏，我與隊友們參加「你，識字嗎？玉山人工智慧公開挑戰賽 2021 夏季賽」，取得了第 20 名的成績（Top 4%）https://haosquare.com/aa-testing-before-ab-testing/Sat, 17 Jul 2021 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/aa-testing-before-ab-testing/A/A Test 跟 A/B Test 不一樣，A/A Test 是 A/B Test 上線執行以前的重要前置準備https://haosquare.com/albumentations-keypoints-augmentation/Thu, 08 Apr 2021 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/albumentations-keypoints-augmentation/Python3 進行資料增強好用的 Albumentations 套件https://haosquare.com/python-dict-default/Sat, 20 Feb 2021 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-dict-default/Python 的 dict 設定預設值的 3 種方法：get()、setdefault()、以及 defaultdicthttps://haosquare.com/python-zip-function/Sat, 30 Jan 2021 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-zip-function/P教學 zip() 的三項實戰案例：矩陣轉置、dict 反轉、以及長短不一序列走訪https://haosquare.com/python-argparse/Fri, 11 Dec 2020 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-argparse/當你需要解析複雜的命令列引數，你就需要 argparse 函式庫！https://haosquare.com/udemy-python-flask-rest-api/Tue, 10 Nov 2020 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/udemy-python-flask-rest-api/我在 Udemy 上只花不到一個月的下班後時間，就上完 REST APIs with Flask and Python 這門課，這門課很適合入門自學https://haosquare.com/python-mutable-default-argument/Thu, 05 Nov 2020 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-mutable-default-argument/函式參數的預設引數會用到任何「可變物件」像是 list、set、或者 dict 的時候，小心有陷阱！https://haosquare.com/python-pathlib/Fri, 09 Oct 2020 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-pathlib/使用 pathlib 內的 Path 類別能讓你做到方便的檔案路徑操作、簡易的檔案讀寫、並且不同作業系統都能幫你處理好！https://haosquare.com/python-tricks/Fri, 11 Sep 2020 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/python-tricks/《Python 神乎其技》教你寫出更有 Python 風格的程式碼，我個人推薦 Python 新手必讀！https://haosquare.com/user-cycle/Fri, 04 Sep 2020 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/user-cycle/用數據分析與開放資料告訴你如何編排與客戶互動的時機https://haosquare.com/ab-testing-peeking/Sat, 22 Aug 2020 00:00:00 +0000haosquare.tw@gmail.com (好豪)https://haosquare.com/ab-testing-peeking/在實驗樣本蒐集完整之前「偷看結果」，最嚴重的下場，會讓你手中看似有統計顯著性的決策，20% 以上是錯誤的！