使用 Alteryx 进行自动化加密货币交易和预测
技术
- 分析与建模 - 预测分析
- 应用基础设施与中间件 - 区块链
适用行业
- 设备与机械
适用功能
- 维护
- 采购
用例
- 运动预测
- 智慧校园
服务
- 数据科学服务
- 系统集成
关于客户
该客户是科罗拉多大学博尔德分校的一名学生，他创建了 Predict Crypto 项目来预测、交易和研究加密货币市场。
挑战
面临的挑战是创建一个完全自动化的解决方案，可以从数据库中提取最新数据，生成预测模型，并在实时加密货币市场上执行真实交易。
解决方案
该解决方案包括从 MySQL 数据库中提取数据、执行数据准备和操作、使用 XGBoost 和 Alteryx 创建预测模型、使用 Shrimpy 开发人员 API 执行交易，以及将模型性能与实际结果进行比较。
运营影响
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