Phase 1: The Core Roadmap
Free Data Analyst Bootcamp (Alex The Analyst)
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https://www.youtube.com/watch?v=jjHVEFK8fiQ&utm_medium=social&utm_source=heylink.me
Data Analyst Portfolio Project Ideas
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https://github.com/?utm_medium=social&utm_source=heylink.me
Kaggle Free Micro-Courses
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https://www.kaggle.com/learn?utm_medium=social&utm_source=heylink.me
Phase 2: Core Tool Stack
Excel & Google Sheets
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https://www.google.com/search?q=https://www.youtube.com/%40chandoo&utm_medium=social&utm_source=heylink.me
SQL & Database Management
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https://www.google.com/search?q=https://www.youtube.com/%40TechTFQ&utm_medium=social&utm_source=heylink.me
Python for Data Analysis
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https://www.freecodecamp.org/?utm_medium=social&utm_source=heylink.me
Data Visualization (Power BI / Tableau)
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https://www.youtube.com/@GuyInACube?utm_medium=social&utm_source=heylink.me
Phase 3: Practice & Interview Prep
LeetCode / HackerRank SQL Practice
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https://www.hackerrank.com/?utm_medium=social&utm_source=heylink.me
StatQuest with Josh Starmer
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https://www.youtube.com/@statquest?utm_medium=social&utm_source=heylink.me
Data Analyst Interview Question Bank
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https://www.geeksforgeeks.org/?utm_medium=social&utm_source=heylink.me
5. Community & Extras
Mode Analytics SQL Tutorial & Playground
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https://mode.com/sql-tutorial/?utm_medium=social&utm_source=heylink.me
Free Resume Review Checklist & Template (Notion/PDF Link)
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https://www.notion.com/templates/online-resume?utm_medium=social&utm_source=heylink.me
Recommended Paid Course Links
Google Data Analytics Professional Certificate (Coursera)
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https://www.coursera.org/professional-certificates/google-data-analytics?utm_medium=social&utm_source=heylink.me
Microsoft Certified: Power BI Data Analyst Associate (PL-300 Exam)
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https://learn.microsoft.com/?utm_medium=social&utm_source=heylink.me
DataCamp Data Analyst Career Track (Python / SQL)
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https://www.datacamp.com/tracks/data-analyst-with-python?utm_medium=social&utm_source=heylink.me
IBM Data Analyst Professional Certificate (Coursera)
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https://www.coursera.org/professional-certificates/ibm-data-analyst?utm_medium=social&utm_source=heylink.me
CompTIA Data+ Certification Exam
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https://www.google.com/search?q=https://www.comptia.org/certifications/data-plus&utm_medium=social&utm_source=heylink.me
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