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Data Science Roadmap 2026

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Data Science Roadmap 2026

A practical learning path from Python fundamentals to portfolio projects — ordered so you build skill without drowning in tools.

Read: What Is Data Science? Career roadmap article

Preview of the path

1. Python foundations — syntax, functions, data structures
2. Tables & analysis — pandas, cleaning, EDA
3. SQL — extract and aggregate real data
4. Statistics for decisions — enough to reason about results
5. Machine learning basics — baselines before complexity
6. Portfolio — 2–3 documented projects

Related reading (available now)

data-science What Is Data Science? Field overview and workflow sql SQL for Data Science Queries that matter for analysis python Your First pandas Analysis Filter, group, insight

The downloadable PDF roadmap is coming soon. Explore all resources.