How to build data analytics
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Marketing OGZ
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Aiven Introduction | Confidential | 2022-09-12 With managed data infrastructure How to build data analytics
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Sami Säily Senior Solution Architect
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Agenda ● Why managed data infra infrastructure ● How to find the best match ● Example deployment Managed Data Infrastructure
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Why managed data infrastructure
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Why managed data infrastructure Digital Transformation
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Why managed data infrastructure Digital Transformation “The New Stack”
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Digital Transformation “The New Stack” Happy People Why managed data infrastructure
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How to find the best match
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Open Source vs. Proprietary How to find the best match
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Open Source vs. Proprietary Anatomy of your data How to find the best match
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Open Source vs. Proprietary Anatomy of your data Your data as a product How to find the best match
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Open Source vs. Proprietary Anatomy of your data Your data as a product Lifecycle costs How to find the best match
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Example deployment
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Example deployment
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Infrastructure as Code Terraform
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Ingesting data MQTT / Kafka Connect
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Transforming data Flink & Kafka
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Loading data warehouse ClickHouse
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Loading data warehouse ClickHouse
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Loading data warehouse ClickHouse
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Observability M3 & Grafana
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Observability M3 & Grafana
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Aiven Introduction | Confidential | 2022-09-12 aiven.io/blog docs.aiven.io
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Aiven Introduction | Confidential | 2022-09-12 Thank You