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Arik Chakma 274082fd77 feat: clean roadmap content and sync scripts (#10181)
* refactor: clean to roadmap content

* refactor: move shared helpers into scripts/lib
2026-07-28 05:45:17 +06:00

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# Introduction
Python is the dominant language for data analysis due to its readable syntax, rich ecosystem of libraries, and strong community support. Getting started requires understanding the core language features: operators, data types, control flow, and data structures. These fundamentals apply directly to every data manipulation and analysis task that follows.
Visit the following resources to learn more:
- [@book@Python for Data Analysis](https://www.lkhibra.ma/books/Python-for-Data-Analysis.pdf)
- [@article@What Does a Data Analyst Do?](https://roadmap.sh/data-analyst/what-does-a-data-analyst-do)
- [@article@How Long Does It Really Take To Learn Python? My Experience](https://roadmap.sh/python/how-long-does-it-take-to-learn)
- [@video@Python for Data Analytics - Full Course for Beginners](https://www.youtube.com/watch?v=wUSDVGivd-8)