Data Scientist Roadmap | OpsDesk Neon V17

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Data Scientist Roadmap Practical learning roadmap, quarterly milestones, competencies, projects, exercises, tools, OPTIONAL

OPTIONAL · D1 binding: DB · The roadmap runs without a database. D1 is useful only for cross-device progress synchronization.

Adaptive Project Orborbitals

Data Scientist RoadmapDrag to rotate · wheel to zoom · auto color

Trusted Data Science Visuals

Two accurate, locally packaged references from roadmap.sh and Microsoft Learn. Images remain visible on Cloudflare Pages and in the installed PWA without LinkedIn or Pinterest hotlink failures.

AI & Data Scientist Roadmap 2026 · roadmap.sh

Verified learning sequence

AI and Data Scientist Roadmap 2026

A clear learning path covering the eight official roadmap.sh stages, from mathematics and statistics through machine learning, deep learning, and MLOps.

View full size ↗ Official PDF ↗

End-to-End Data Lifecycle · Microsoft Learn

Official Microsoft Fabric end-to-end data lifecycle diagram covering data ingestion, preparation, storage, analysis and model training, visualization, and external integration.

Official Microsoft image

End-to-End Data Science Lifecycle

Microsoft's official architecture shows how data moves from ingestion and preparation into OneLake, analytics, model training, reporting, automation, governance, and external integration.

View full size ↗ Microsoft Learn ↗

Both previews are stored inside this ZIP. The roadmap.sh card links to the official PDF, while the Microsoft card uses the exact official Microsoft Learn image locally to eliminate blank-image and hotlink problems.