Data Analysis with Tableau and Python ( tableaupython | 14 hours )
- Programming 具有 Python 的经验
Tableau是一种商业智能和数据可视化工具。 Python是一种广泛使用的编程语言，它为各种统计和机器学习技术提供支持。 Tableau的数据可视化功能和Python的机器学习功能相结合，可帮助开发人员快速构建适用于各种业务用例的高级数据分析应用程序。
在这场由讲师指导的现场培训中，参与者将学习如何结合Tableau和Python来执行高级分析。Tableau和Python的整合将通过TabPy API完成。
在培训结束时，参与者将能够：
- 使用TabPy API整合Tableau和Python
- 利用Tableau和Python的整合，以少量Python代码分析复杂的业务场景
听众
- 开发人员
- 数据科学家
课程形式
- 部分讲座、部分讨论、练习和大量的实操练习
介绍
Tableau 和 TabPy API 概述
探索面向数据科学家的 TabPy 的 Use Case
安装和设置 TabPy
使用 Python 设置 Tableau 桌面
在 Tableau 上配置 TabPy 连接
将表达式传递给 Python
在 Tableau 上运行 Python 脚本
使用逻辑回归估计客户流失的概率
获取所售产品评论的情绪分数
使用预测模型对用户行为进行评分
使用结果创建高效的转化漏斗
总结和结论
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