Data Mining with Python培训

课程编码

dataminpython

课程时长

14 小时 通常来说是2天,包括中间休息。

要求

  • An understanding of Python programming.
  • An understanding of Python libraries in general.

Audience

  • Data analysts
  • Data scientists

课程概览

这种由讲师指导的现场培训(现场或远程)是针对希望使用Python实现数据挖掘的更高级数据分析技术的数据分析师和数据科学家。

在培训结束时,参与者将能够:

  • 了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来解决实际数据挖掘问题。
  • 理解并解释结果。

课程格式

  • 互动讲座和讨论。
  • 大量的练习和练习。
  • 在实时实验室环境中亲自实施。

课程自定义选项

  • 要申请本课程的定制培训,请联系我们安排。

Machine Translated

课程大纲

Introduction

Overview of Data Mining Concepts

Data Mining Techniques

Finding Association Rules

Matching Entities

Analyzing Networks

Analyzing the Sentiment of Text

Recognizing Named Entities

Implementing Text Summarization

Generating Topic Models

Detecting Data Anomalies

Best Practices

Summary and Conclusion

客户评论

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