└── data-guide ├── README.md ├── common-architectures ├── advanced-analytics.md ├── big-data.md ├── data-pipeline.md ├── images │ ├── column-family.png │ ├── concept-flowchart.png │ ├── control-flow-data-flow.png │ ├── data-pipeline-ml.png │ ├── document.png │ ├── elt.png │ ├── etl.png │ ├── example-relational.png │ ├── graph.png │ ├── iot.png │ ├── kappa.png │ ├── key-value.png │ ├── lambda.png │ ├── object.png │ ├── search.png │ ├── semantic-modeling.png │ ├── three-tier-application.png │ └── time-series.png ├── interactive-data-exploration.md ├── non-relational-data.md ├── overview.md ├── relational-data.md ├── semantic-modeling.md └── transactional-data.md ├── images ├── implementation-example_advanced-analytics-deep-learning.png ├── implementation-example_big-data-analytics.png ├── implementation-example_business-intelligence.png ├── implementation-example_clickstream-analytics.png ├── implementation-example_data-warehousing.png ├── implementation-example_etl.png ├── implementation-example_hybrid.png ├── implementation-example_intelligent-applications.png ├── overall-data-pipeline.png └── overview-flowchart.png ├── overview.md ├── pipeline-patterns ├── data-warehousing.md ├── hybrid-on-premises-and-cloud.md ├── images │ ├── big-data-batch.png │ ├── big-data-real-time.png │ ├── data-warehouses.png │ ├── data-warehousing.png │ ├── free-form-text-pipeline.png │ ├── hybrid-cloud.png │ ├── machine-learning-model-options.png │ ├── machine-learning-model-training-and-deployment.png │ ├── nlp-pipeline.png │ ├── olap-data-pipeline.png │ ├── oltp-data-pipeline.png │ ├── overall-data-pipeline.png │ ├── time-series-chart.png │ ├── time-series-insights.png │ └── time-series.png ├── machine-learning-at-scale.md ├── monitoring-data-solutions.md ├── online-analytical-processing.md ├── online-transaction-processing.md ├── processing-csv-and-json-files.md ├── processing-free-form-text.md ├── secure-solutions.md └── time-series.md ├── technology-choices ├── 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