Tableau with Python ( tableaupython | 14 hours )
- Programming 具有 Python 的經驗
Tableau是一種商業智能和數據可視化工具。 Python是一種廣泛使用的編程語言，它為各種統計和機器學習技術提供支持。 Tableau的數據可視化功能和Python的機器學習功能相結合，可幫助開發人員快速構建適用於各種業務用例的高級數據分析應用程序。
在這場由講師指導的現場培訓中，參與者將學習如何結合Tableau和Python來執行高級分析。Tableau和Python的整合將通過TabPy API完成。
在培訓結束時，參與者將能夠：
- 使用TabPy API整合Tableau和Python
- 利用Tableau和Python的整合，以少量Python代碼分析複雜的業務場景
聽眾
- 開發人員
- 數據科學家
課程形式
- 部分講座、部分討論、練習和大量的實操練習
介紹
Tableau 和 TabPy API 概述
探索面向數據科學家的 TabPy 的 Use Case
安裝和設置 TabPy
使用 Python 設定 Tableau 桌面
在 Tableau 上配置 TabPy 連接
將表示式傳遞給Python
在 Tableau 上運行 Python 腳本
使用邏輯回歸估計客戶流失的概率
獲取所售產品評論的情緒分數
使用預測模型對用戶行為進行評分
使用結果創建高效的轉化漏鬥
總結和結論
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