This is the pilot episode of Data & AI Platform Concepts, where I intend to cover all the aspects of Data & AI Platform like Data Systems, Analytics/ML/AI, Cloud Services, DevOps, Governance.
https://www.ankitrathi.com
2. Words of Wisdom
Data & AI Platform Concepts
Concepts are the Building Blocks
Keep the Big Picture in mind
Take Just Enough Approach
3. My Career Journey Till Date
Data & AI Platform Concepts
Electronics Engg
(2001-05)
SQL Developer
(2005-07)
ETL/BI
Developer
(2007-10)
Data Architect
(2010-13)
Data & AI
Architect
(2013-20)
4. Understanding the Big Picture
Data & AI Platform Concepts
Process/
Analyse
Ingest Store Serve
Cloud, DevOps & Governance
Data Actionable Insights
5. Understanding the Big Picture
Data & AI Platform Concepts
Process/
Analyse
Ingest Store Serve
Cloud, DevOps & Governance
Data Actionable Insights
6. Understanding the Big Picture
Data & AI Platform Concepts
Process/
Analyse
Ingest Store Serve
Cloud, DevOps & Governance
Data Actionable Insights
7. Understanding the Big Picture
Data & AI Platform Concepts
Process/
Analyse
Ingest Store Serve
Cloud, DevOps & Governance
Data Actionable Insights
8. Understanding the Big Picture
Data & AI Platform Concepts
Process/
Analyse
Ingest Store Serve
Cloud, DevOps & Governance
Data Actionable Insights
9. Understanding the Big Picture
Data & AI Platform Concepts
Process/
Analyse
Ingest Store Serve
Cloud, DevOps & Governance
Data Actionable Insights
10. Platform Aspects
Data & AI Platform Concepts
Analytics/
ML/AI
Cloud
Services
DevOps
Governance
Data
Systems
11. Platform Aspects
Data & AI Platform Concepts
Analytics/
ML/AI
Cloud
Services
DevOps
Governance
Data
Systems
12. Data & DBs
Big Data
Different
DBs
Data Lakes
Lambda &
Kappa
Distributed
Data Mesh
Data Systems
Data & AI Platform Concepts
DWH/ETL/BI
Data Lakes
Delta Lakes
13. Platform Aspects
Data & AI Platform Concepts
Analytics/
ML/AI
Cloud
Services
DevOps
Governance
Data
Systems