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 1,408,125 students learning to code
Connect directly with them and others in our flourishing online community
61.6M
lessons completed
404K
courses completed
12.5B
XP earned
I loved the course it was very informative and helped me refresh on a few things I don't use too often
Storm Crusherr
United States
Learn Python for Beginners
It was very methodical and sometimes challenging, but I never came close to giving up, thanks to all the help available.
Rasmus Holm Høyrup
Denmark
Learn SQL
Great with helping me to get back into coding, and got me excited to continue the backend developer course!
Jerry Templeton
United States
Learn Python for Beginners
I have gained not only the knowledge about go but also the memes surrounding the language. Thank you for this experience
Ansh Mani Tripathi
India
Learn Go
Absolutely amazing course. I knew some SQL, enough not to die at work. But coming from a front-end-first background this helps a lot to dig deeper into how to use a relational database. I'm always forgetting the freaking syntax, so now that I have everything fresh I'll do a 3 months practice including PostgreSQL API
Felipe
Chile
Learn SQL
Good course, but lacked some explanation on how some things worked
Andrien Ricketts
London, United Kingdom
Learn TypeScript
A great start to the programming journey for beginners. The course often uses entertaining examples and easter eggs nerds will pick up on, and can sometimes give you a moment of entertainment in the ocean of frustration that is learning to code. The course is well written, with almost all exercises being explicit. The course introduces key concepts without going into too much detail as to overwhelm beginners, but doesn't learn too many stones unturned that it'd make you relearn entirely later.
Eman
United Kingdom
Learn Python for Beginners
Amazing course!
Mallory Antomarchi
Australia
Learn Python for Beginners
Good course for beginners, by the end, while I was still having to consult with boots, I was mostly writing code that was returning good results, and most importantly I had a good understanding of the code.
Mark Murphy
Ireland
Learn Python for Beginners
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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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