Data Lineage Best Practices
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- čas přidán 3. 08. 2024
- Data Lineage has many benefits ranging from streamlining regulatory compliance to easier error identification and resolution. Join us as Sharad Varshney and Gautham Gali explore the types of data lineage and the best practices for building it!
0:00 Introductions
0:45 What is data lineage?
3:12 Benefits of data lineage
8:25 How do current technologies work for building lineage?
14:40 Q: How do you ensure data lineage remains up to date?
17:25 Q: Can you leverage Generative AI for lineage?
19:25 Q: With the use of AI, are we at risk of losing data lineage reliability and consistency?
21:12 Q: Manual and automatic lineage building
23:32 Q: Levels of representation for lineage
26:37 The role of lineage in AI governance
30:35 Lineage best practices
33:05 Data quality from lineage
36:55 Who builds lineage?
39:10 Business user’s value from lineage
43:37 OvalEdge Lineage capabilities
46:08 OvalEdge Impact Analysis
48:24 Outro
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