Take some time to transcribe PyCon 2014 talks! Click on the "Share" button below the video and then "Subtitle" to get started.
Modern scientific computing and big data analytics in Python
This is a tutorial on using the latest and most exciting tools in Python for scientific and engineering applications in 2013, with a focus on 'big data' applications. Using real-world data sets and a fully Python 3 environment, it will walk you through what's possible with modern tools like the machine-learning package scikit-learn, the image-processing package scikit-image, the Pandas toolkit for data analysis, and IPython-parallel. It will also review the upcoming generation of tools like Numba and Blaze.