Learning Roadmaps
Python Developer
Master Python from your first script to real data work: core syntax, JSON, Pandas, applied data analytics, and prompting AI tools along the way.
Roadmap badge
Complete all courses in this roadmap to earn its badge.
Courses in this roadmap
- Step 1Beginner~4h
Python for Beginners
Learn Python from scratch by building 8 mini-projects you run in your browser, from a tip calculator to a flashcard quiz app. No install, no signup to start, and a free certificate. Powered by Pyodide.
- Step 2Intermediate
Interactive JSON & Data Transformation
Master JSON parsing, manipulation, and transformation with hands-on exercises. Learn to navigate complex data structures, transform API responses, and build data pipelines in your browser.
- Step 3Intermediate
Interactive Pandas Practice
Master data analysis with Pandas through hands-on exercises. Learn to create, manipulate, filter, group, and transform DataFrames in your browser. Practice real-world data wrangling with live Python execution.
- Step 4Intermediate
Data Analytics & Python for Finance
Learn to analyze financial data using Python. Master NumPy, Pandas, data visualization, portfolio analytics, technical analysis, financial modeling, and statistical analysis. Build real-world projects including an automated investment research system.
- Step 5Beginner~5h
Prompt Engineering Course: Master AI Prompts with Hands-On Practice
Master the art of crafting effective AI prompts through hands-on exercises. Learn prompt structure, few-shot learning, chain-of-thought reasoning, and advanced techniques with instant feedback. Build real-world prompts for code generation, content writing, and data analysis.