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Career signal / liveData Analytics

Data Analytics · 3 min read

The Data Analyst Roadmap: Learn the Right Skills in the Right Order

A realistic sequence for learning spreadsheets, SQL, dashboards, Python, business thinking, and AI without collecting random tutorials.

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01 / SQL & Tools

SQL for Data Analysts: The Interview Skills That Actually Matter

3 min read

02 / Portfolio Projects

Build a Data Portfolio Recruiters Can Understand in 60 Seconds

2 min read

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Skills are only the beginning. Learn how to turn them into projects, decisions, profile proof, and better interview conversations.

Career signal / liveCareer Transition

Career Transition · 2 min

Switching from Non-IT to Data Analytics Without Erasing Your Past

Use your existing domain experience as context, add practical analytics proof, and build a transition story that feels credible instead of starting from zero.

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