Data Analyst Learning Path
Courses that teach you real data analytics skills in Python, SQL, Pandas, Power BI and more.
Data Analyst Course Curriculum
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 Python for Beginners
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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 to code
Connect directly with them and others in our flourishing online community
33.7M
lessons completed
208K
courses completed
7.4B
xp earned
Its great!
Igor Halink
Netherlands
Learn SQL
It was honestly enjoyable to go through this course as someone with very little experience with Python. Loops almost broke me but the rest was great!
Alex Osborn
United States
Learn Python for Beginners
I really, really enjoyed learning SQL. Very well done lessons.
Samuel Couch
Grand Rapids, Michigan
Learn SQL
Just give it a try, and you won't regret it.
Ivan Niamkovich
Poland
Learn Python for Beginners
Great Course! I learn a lot!
Jose David García Downing
Liberia, Costa Rica
Learn Go
good
Sharan Gk
India
Learn Python for Beginners
Boots is awesome. I normally can't stand talking to AI because of their lying and hallucinations and can never admit fault. Even if a lesson is easy I'll just say something to boots and he will often just say something about the solution or have a tip and then I'll go down a rabbit hole asking him more questions and testing code unrelated to the lessons. The course was great overall. Maybe a bigger coding test in the end quiz would have been cool.
potato pobobot
Canada
Learn Python for Beginners
the level of problems are easy.
utkirbek ibodulloyev
South Korea
Learn Python for Beginners
I have found the best SQL lesson so far. I prefer text based learning like this to video based ones.
Muyiwa J. Obadara
Remote
Learn SQL
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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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