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Frontend + Backend

Web Developer Path

Move from HTML, CSS, and JavaScript into React, Node.js, Django, and project structure.

Start with HTML
Analytics + ML

Data Science Path

Build Python data skills with NumPy, Pandas, visualization, statistics, and machine learning.

Start with Python
SQL + Warehouses

Data Engineering Path

Focus on SQL, PostgreSQL, MongoDB, Snowflake, AWS, and clean data workflow foundations.

Start with SQL
Market Research

Survey Programming Path

Practice Decipher XML, custom scripting, Excel, and research workflow skills for real survey projects.

Start Decipher

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Programming Language

4

Core languages and frameworks for software, automation, and backend foundations.

Other Courses

2

Add career-friendly tooling skills for collaboration, deployment, and cloud basics.

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