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Usual Data Lake
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Classroom Contents
Best Practices for Building Robust Data Platforms with Apache Spark and Delta
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- 1 Intro
- 2 Data Challenges
- 3 Usual Data Lake
- 4 Getting the Data Right
- 5 Best Practices for Cluster Sizing & Selection
- 6 Selection of Instance Types
- 7 Selection of node size Rule of thumb
- 8 Observe Spark UI & tweak the workloads
- 9 Observe Ganglia Metrics & tweak the workloads
- 10 Performance Symptoms
- 11 Adaptive Ouery Execution
- 12 Data Governance with Delta Lake
- 13 Audit & Monitoring
