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Demo Architecture
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Classroom Contents
Building Advance Analytics Pipelines with Azure Databricks
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- 1 Intro
- 2 Apache Spark a unified computing engine
- 3 Apache Spark: APIS
- 4 Inside a Spark Application
- 5 Azure Databricks Managed Apache Spark platform optimized for Azure First party service
- 6 Hidden Technical Debt in ML Systems
- 7 Azure Integration
- 8 Databricks Core Concepts
- 9 Anomaly Detection - Network Intrusion KOD Cup 1999 Data
- 10 Demo Architecture
- 11 Estimators and Transformers
- 12 Custom Transformers and Estimators
- 13 Productionizing Machine Learning Workloads
- 14 Spark Structured Streaming
- 15 Databricks Developer Tooling
- 16 Try the demo!
