- 對Python程式設計的理解。
- 對Python函式庫的整體理解。
目標受眾
- 數據分析師
- 數據科學家
這是一個由講師指導的培訓（線上或線下），旨在幫助數據分析師和數據科學家使用Python實現更高級的數據分析技術，以進行數據挖掘。
在培訓結束時，學員將能夠：
- 理解數據挖掘的重要領域，包括關聯規則挖掘、文本情感分析、自動文本摘要和數據異常檢測。
- 比較並實施各種策略，以解決現實世界中的數據挖掘問題。
- 理解並解釋結果。
課程形式
- 互動式講座和討論。
- 大量的練習和實踐。
- 在實時實驗室環境中進行動手實踐。
課程定制選項
- 如需為本課程定制培訓，請聯繫我們進行安排。
介紹
Data Mining 概念概述
Data Mining 技術
尋找關聯規則
匹配實體
分析網絡
分析文本情感
識別命名實體
實現文本摘要
生成主題模型
檢測數據異常
最佳實踐
總結與結論
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