~/talk

Jumping into Jupyter Notebooks

Talkat DevFest Florida 2019 · on Saturday, 2019-01-19· [machine-learning, data-visualization]
slides:none on file

Jupyter notebooks show exactly how to mix narrative and runnable code using Google Colab, GitHub and kernels for Python R or Julia and libraries like pandas + folium map and plotly to clean datasets and render interactive maps from Montreal crime CSVs the demo times a simulation of 1,000,000 dice rolls, implements a Manhattan distance recommender, runs Vader sentiment analysis, builds widgets and a choose‑your‑own‑adventure UI and surfaces problems like out‑of‑order execution while the maps and widgets actually work live in the notebook

AI-written summary · about

  1. 0:00Start
  2. 0:50Jumping to Jupiter Notebooks
  3. 4:19Introduction
  4. 7:36Spreadsheets
  5. 8:52Mathematica Notebooks
  6. 11:56Netflix
  7. 12:38Jupiter Notebooks Infrastructure at Netflix
  8. 15:52Markdown
  9. 16:47Latex
  10. 17:49Execute Shell Commands
  11. 18:12Magic Commands
  12. 20:45The Manhattan Distance
  13. 22:04Sentiment Analysis
  14. 25:23Widgets
  15. 26:47Text Field
  16. 29:49Montreal Crime Data
  17. 34:43Outro
  18. 35:53Best Way To Learn about Jupiter Notebooks
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