- 对Python程式设计的理解。
- 对Python函式库的整体理解。
目标受众
- 数据分析师
- 数据科学家
这是一个由讲师指导的培训（线上或线下），旨在帮助数据分析师和数据科学家使用Python实现更高级的数据分析技术，以进行数据挖掘。
在培训结束时，学员将能够：
- 理解数据挖掘的重要领域，包括关联规则挖掘、文本情感分析、自动文本摘要和数据异常检测。
- 比较并实施各种策略，以解决现实世界中的数据挖掘问题。
- 理解并解释结果。
课程形式
- 互动式讲座和讨论。
- 大量的练习和实践。
- 在实时实验室环境中进行动手实践。
课程定制选项
- 如需为本课程定制培训，请联系我们进行安排。
介绍
Data Mining 概念概述
Data Mining 技术
寻找关联规则
匹配实体
分析网络
分析文本情感
识别命名实体
实现文本摘要
生成主题模型
检测数据异常
最佳实践
总结与结论
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