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Cloud Data Tools: AWS, Google Cloud, and Microsoft Azure
Andrey Sydelov 7/8/25 Andrey Sydelov 7/8/25

Cloud Data Tools: AWS, Google Cloud, and Microsoft Azure

A comparison of AWS, Google Cloud, and Azure for data platforms — from storage and processing to analytics, governance, and MLOps. How each shapes architecture, operations, and long-term flexibility.

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Engineering

Infrastructure Setup & Architecture Design

Cost Optimization & Performance Tuning

End-to-End Data Integration

Data Quality & Governance

Data Security & Compliance

Analytics

Advanced Personalization

A/B Testing & Experimentation

Predictive Modeling

Conversion Rate Optimization

KPI Dashboards & Business Reporting

AI & Machine Learning

Custom Machine Learning Models

MLOps & Model Deployment

AI Performance Tuning

AI-Powered Process Automation

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