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Azure Data Engineering Tools: Choosing Between Data Factory, Databricks, and Synapse Analytics
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- 1 Intro
- 2 Agenda
- 3 Household announcements
- 4 Who is Alice
- 5 What does Alice need
- 6 What does the data look like
- 7 What do we know
- 8 What do you think
- 9 What is Azure Data Factory
- 10 Azure Data Factory Canvas
- 11 Why you should not use Azure Data Factory
- 12 What is Databricks
- 13 Who can use Databricks
- 14 Why use Databricks
- 15 Notebooks
- 16 Technical Knowledge
- 17 Synapse Analytics
- 18 Multiple disciplines
- 19 Comprehensive platform
- 20 Languages
- 21 Notebook
- 22 Error in Databricks
- 23 Error in Synapse Analytics
- 24 Lets Compare
- 25 What did Alice learn
- 26 What should Alice choose
- 27 Comparing tools
- 28 Comparing Spark clusters
- 29 Optimized Spark
- 30 Implementation Costs
- 31 Performance
- 32 Performance comparison
- 33 Cost comparison
- 34 Conclusion
- 35 Benchmarks
- 36 Summary
- 37 Maturity vs integration
- 38 Which should you choose
- 39 Its not that easy
- 40 When to use Azure Data Factory
- 41 When to use Databricks
- 42 When to use Synapse
- 43 Chart to make a decision
