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What Replaces Hortonworks in the Cloud? An Azure Decision Framework

Choose a Hortonworks cloud replacement with component mappings, workload scorecards, migration phases, governance controls, and a TCO worksheet.

Aug 16, 2026 · 13 min read

Shared Lakehouse or Separate Real-Time Stack?

Compare a shared lakehouse and separate real-time stack by latency, state, governance, storage duplication, and Azure consolidation.

Aug 16, 2026 · 10 min read

Which Azure Data Course Teaches the Modern Stack? A Modern Azure Data Engineering Course Audit

Find a modern Azure data engineering course with Delta Lake, Fabric, Databricks, ADF, governance, and Power BI project depth.

Aug 15, 2026 · 10 min read

Are Microsoft Fabric Labs Production-Realistic?

Are Microsoft Fabric production hands-on labs realistic? Audit official exercises, close production gaps, and build a portfolio-ready lakehouse project.

Aug 15, 2026 · 12 min read

Azure Data Engineering Learning Paths Compared

Compare Azure data engineering learning paths by labs, lakehouse coverage, cost, support, and DP-600 or DP-700 alignment.

Aug 14, 2026 · 14 min read

How Does a Unified Analytics Platform Work?

See how a unified analytics platform lets engineers, SQL analysts, and data scientists share governed data without workload conflicts.

Aug 14, 2026 · 12 min read

Can You Learn Azure Data Engineering in 90 Days? The 90-Day Azure Data Engineering Roadmap

A 90-day Azure data engineering roadmap for building lakehouse projects, portfolio proof, and interview readiness before a job search.

Aug 13, 2026 · 11 min read

How Do Analytics Teams Share One Platform? A Unified Analytics Platform Architecture for Azure Data Teams

See how Azure data teams share governed datasets, lineage, role-specific tools, and release controls on one unified analytics platform.

Aug 13, 2026 · 13 min read

Microsoft Fabric Team Training Comparison: Instructor-Led vs. License-Based Self-Study

Microsoft Fabric team training comparison: compare instructor-led and license-based self-study for 30-person costs, labs, schedules, and DP readiness.

Aug 12, 2026 · 10 min read

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