Programming

A taste of Python

• Python basics.ipynb

• Python conditionals and libraries.ipynb

• BEST 402_exercise_define a func in python.ipynb

  • Due to the license agreement, the Excel file used for this exercise will be distributed via the Canvas site of this course

• Data exploration of the Climate TRACE dataset

• From realpython.com

  • Variables in Python: Usage and Best Practices

    • quiz

  • NumPy Practical Examples: Useful Techniques

Recommended learning materials

• AI Python for Beginners

  • Taught by the renowned educator and AI pioneer Andrew Ng, this four-part course represents a breakthrough in Python learning by integrating AI to enhance your learning experience.

• Python Debugging Hub

• CodeRefinery lessons

Skill development

Format: project link | skills or libraries learned

• RAG over excel sheets | RAG, LlamaIndex, streamlit, docling, ollama