Data Analyst Path
Data analytics by developers. Analyze real data with Python, SQL, Pandas, Power BI, and practical projects.
Course List
Packed with 11 courses and 5 projects this path takes most beginners about 8 months to complete
Become a data analyst by writing code and understanding the systems behind your analysis, not just clicking around demo dashboards. In this rigorous learning path you'll build a strong foundation in Python, SQL, Pandas, and Git, then learn to collect, clean, analyze, and visualize real data with industry-standard tools like Pandas and Power BI.
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1. Learn to Code in Python
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2. Learn Linux
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3. Build a Bookbot
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4. Learn Git
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5. Learn SQL
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6. Learn Object Oriented Programming
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7. Build Asteroids
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8. Learn Functional Programming
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9. Build an AI Agent
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10. Learn HTTP Clients
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11. Build a Web Scraper
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12. Learn Pandas
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13. Learn Power BI
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14. Learn Retrieval Augmented Generation
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15. Capstone Project
This capstone project should be your resume's pièce de résistance. You're allowed to use any languages or frameworks you want, but you must build it yourself, and it should be remarkable, memorable even. The purpose of this project is two-fold: a chance to put your skills into practice but also to give your resume something that stands out and gets you noticed.
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16. Learn How to Find a Programming Job
Mediocrity doesn't cut it anymore
The only way to become a great developer is to write a lot of code
Avoid tutorial hell
by writing a ton of code
Stay motivated with
a game-like curriculum
Build portfolio projects
to prove your skills
Delve deeper
into foundational concepts
Learn flexibly online
without interrupting your life
For 1% the price of college
to minimize your financial risk
Join 1,201,282 students learning modern backend skills
Connect directly with them and others in our flourishing online community
33.7M
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208K
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Great lesson, super clear.
Lalit Kumar
Bangalore, Karnataka, India
Learn Go
Helpful examples and explanations.
Jacob Alarcon
Brownsville, Texas
Learn Go
This lesson exceeded my expectations. I went in thinking I knew the basics, but the deeper dives into trade-offs and edge cases were exactly what I needed. The instructor didn’t just show ‘happy path’ solutions: they demonstrated how to think about failure modes, performance bottlenecks, and future extensibility. The capstone project, while optional, gave me the perfect sandbox to experiment and get feedback.
Satyendra KumarSingh
Hyderabad, India
Learn Go
Great lesson, super clear.
Tejas Koradiya
Ahmedabad,India
Learn Go
Short but impactful—taught me exactly what I needed.
Mat Beecher
USA
Learn Go
Helpful examples and explanations.
Albertc
Hong Kong
Learn Go
Helpful examples and explanations.
Matthew Banbury
Space
Learn Go
Challenging but rewarding.
Tinca Maria Silvana
Romania
Learn Go
Great lesson, super clear.
Bonveio Abitona
Philippines
Learn Go
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Frequently asked Questions
Got questions? We've got answers
Yep. You can create an account for free and fully demo the early chapters of the path. Once you hit the membership gate, you can still read the remaining lessons in content-only mode until you're ready to upgrade.
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