Title: Week 10 Resources
Course: AIINFRA 100: AI Systems & Development Environments > Section: Week 10 — Jupyter & the Data-Science Stack: NumPy & pandas

📚 Resources

- Google Colab — Welcome notebook: https://colab.research.google.com/notebooks/welcome.ipynb
- Understanding and improving the quality and reproducibility of Jupyter notebooks (PMC, peer-reviewed study): https://pmc.ncbi.nlm.nih.gov/articles/PMC8106381/
- NumPy: the absolute basics for beginners (official NumPy docs): https://numpy.org/doc/stable/user/absolute_beginners.html
- 10 minutes to pandas (official pandas docs): https://pandas.pydata.org/docs/user_guide/10min.html
- Getting started — pandas official docs: https://pandas.pydata.org/docs/getting_started/index.html
- Data Analysis and Visualization in Python for Ecologists (Data Carpentry, free OER lesson using NumPy/pandas): https://datacarpentry.github.io/python-ecology-lesson/