Category Archives: Azure

Run some cool GitHubs on Azure (Python)

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  1. Azure sample notebooks (run on Azure)
  2. Azure Python for DS 101 (run on Azure)
  3. Azure cntk  (run on Azure)
  4. Azure Python Data Science Handbook (run on Azure)
  5. https://github.com/TrackDR/ModdedIpythonNotebooks (run on Azure)
  6. https://github.com/JWarmenhoven/ISLR-python (run on Azure)
  7. https://github.com/jdwittenauer/ipython-notebooks (run on Azure)
  8. https://github.com/masinoa/machine_learning (run on Azure)
  9. https://github.com/jakevdp/sklearn_tutorial (run on Azure)
  10. https://github.com/scikit-image/skimage-tutorials (run on Azure)
  11. https://github.com/spatialaudio/digital-signal-processing-lecture (run on Azure)
    1. docs
  12. https://github.com/AllenDowney/ThinkDSP (run on Azure)
  13. https://github.com/AllenDowney/ThinkBayes2 (run on Azure)
  14. https://github.com/AllenDowney/ThinkStats2 (run on Azure)
  15. https://github.com/AllenDowney/ThinkComplexity2 (run on Azure)
  16. https://github.com/AllenDowney/ModSimPy (run on Azure)
  17. https://github.com/AllenDowney/CompStats (run on Azure)
  18. https://github.com/multivac61/wave_digital_notebook (run on Azure)
  19. https://github.com/learnml/machine-learning-specialization (run on Azure)
  20. https://github.com/ipython/ipython-in-depth (run on Azure)
  21. https://github.com/yhilpisch/dx (run on Azure)
  22. https://github.com/yhilpisch/py4fi (run on Azure)
  23. https://github.com/quantopian/research_public (run on Azure)
  24. https://github.com/darribas/gds_scipy16 (run on Azure)
  25. https://github.com/jupyter/jupyter/wiki/A-gallery-of-interesting-Jupyter-Notebooks#introductory-tutorials
  26. Open CV notebooks on Azure
  27. Geospatial notebooks on Azure
  28. Python Lectures on Azure

Good for Python/IPython/Jupyter Beginners

  • Sample notebooks (run on Azure)
    • Introduction to Python.ipynb
  • Python-Lectures (run on Azure)
    • 01.ipynb
  • https://github.com/jdwittenauer/ipython-notebooks (run on Azure)
    1. notebooks/ipython-notebooks/notebooks/language/Intro.ipynb to start
  • Python for DS 101 (run on Azure)
    • 01.Basics.ipynb

Neat starting examples

  • Images
    • https://github.com/scikit-image/skimage-tutorials (run on Azure)
      1. skimage-tutorials/lectures/00_images_are_arrays.ipynb
    • https://github.com/TrackDR/ModdedIpythonNotebooks (run on Azure)
      • ImageStuff.ipynb
  • Finance
    • https://github.com/yhilpisch/py4fi (run on Azure)
      • ipython3/03_Introductory_Examples.ipynb
  • DSP
    • https://github.com/AllenDowney/ThinkDSP (run on Azure)
      • code/chap01.ipynb
    • https://github.com/spatialaudio/digital-signal-processing-lecture (run on Azure)
      • index.ipynb
  • Gaussian Mixture Models
    • Python Data Science Handbook (run on Azure)
      • notebooks/05.12-Gaussian-Mixtures.ipynb
    • https://github.com/jakevdp/sklearn_tutorial (run on Azure)
      • notebooks/04.3-Density-GMM.ipynb