- Introduction to Numpy
- Using Numpy Arrays
- Array Creation
- Creating and manipulating numerical data
- Multi-dimensional arrays
- Numpy tutorial I
- Numpy tutorial II
- An introduction to Numpy and Scipy
- Image processing with Numpy and Scipy
- Raster calculations with numpy.where
- Efficient computing with Numpy - Video
- Efficient computing with Numpy - Notebook
- Neural Networks (lots of Numpy)
- Getting shapes of raster features
- Warping images
- Masking rasterio layers with vector features
- Rasterio tutorial
- Calculating NDVI I
- Calculating NDVI II
- Rasterio cheat sheet
- PyCon 2015 Scikit-learn tutorial
- Machine learning for Astronomy with Scikit-learn