技术
- 分析与建模 - 机器学习
- 平台即服务 (PaaS) - 应用开发平台
适用行业
- 设备与机械
- 药品
适用功能
- 维护
- 产品研发
用例
- 添加剂制造
- 库存管理
服务
- 数据科学服务
关于客户
安进是世界上最大的独立生物技术公司,专注于药物开发和交付。他们在临床试验、制造和商业化领域拥有大量有价值的数据。
挑战
安进在跨不同部门和职能部门高效利用数据和协作方面面临挑战。他们在数据组织、共享和协作以及不同数据工具和消费方法的复杂性方面遇到了困难。
解决方案
安进采用了 Databricks Lakehouse 平台,为数据团队提供了统一的协作环境。他们利用 Delta Lake 实现 ACID 合规性和历史回顾,并利用 AWS Glue 连接不同的 Databricks 环境。这使他们能够在 Apache Spark 上实现数据和分析标准化,为数据科学家、分析师和工程师提供灵活性和单一事实来源。
运营影响
数量效益
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