Data & AI Platform Concepts
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The document outlines the concepts of data and AI platforms, emphasizing the importance of understanding the big picture and various components like cloud, DevOps, and governance. It traces a career journey from electronics engineering to data architecture, highlighting key roles and experiences. The text also covers data processing methods, analytics, machine learning, and platform security within the context of data and AI services.
Data & AI Platform Concepts
- 1. by ankitrathi.com Data & AI Platform Concepts With Cloud, DevOps & Governance
- 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
- 14. Data Analytics Applied Mathematics Deep Learning Artificial Intelligence Machine Learning Analytics/ML/AI Data & AI Platform Concepts
- 15. Platform Aspects Data & AI Platform Concepts Analytics/ ML/AI Cloud Services DevOps Governance Data Systems
- 16. Cloud Computing Cloud Services Data & AI Cloud Services Cloud Services Data & AI Platform Concepts
- 17. Platform Aspects Data & AI Platform Concepts Analytics/ ML/AI Cloud Services DevOps Governance Data Systems
- 18. DevOps CI/CD Tools & Services DevOps Data & AI Platform Concepts
- 19. Platform Aspects Data & AI Platform Concepts Analytics/ ML/AI Cloud Services DevOps Governance Data Systems
- 20. Platform Security Regulations & Compliance Platform Architecture Platform Governance Governance Data & AI Platform Concepts
- 21. Process/ Analyse Ingest Store Serve Cloud, DevOps & Governance Data Actionable Insights Putting it All Together Data & AI Platform Concepts