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  1. Simulated Algorithmic Trading with Zipline - Thomas Wiecki

    42:57

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    3,249 Plays / / 0 Comments

    Python is quickly becoming the glue language which holds together data science and related fields like quantitative finance. Zipline is a new, BSD-licensed quantitative trading system which allows…

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    • Connecting Data Science to Business Value - Josh Hemann

      41:55

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      Python's use in analytical settings is well-established and impressive. Most of the discussion though is confined to a few settings: web; finance; the sciences. In this talk, I'll share…

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      • Intro to NumPy - Stefan van der Walt and Travis Oliphant

        40:54

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        This talk was presented at PyData NYC 2012: http://nyc2012.pydata.org/. If you are interested in this topic, be sure to check out PyData Silicon Valley in March of 2013: http://sv2013.pydata.org/

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        • NLTK and Text Procesing - Andrew Montalenti

          40:28

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          1,048 Plays / / 1 Comment

          Python's Natural Language Toolkit is one of the most widely used and actively developed natural language processing libraries in the open source community. This workshop will introduce the audience…

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          • SciKit-Learn Tutorial - Jake VanderPlas

            40:07

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            Machine Learning is a discipline involving algorithms designed to find patterns in and make predictions about data. It is nearly ubiquitous in our world today, and used in everything from web searches…

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            • Panel - GPU and Parallel Processing

              39:44

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              Panelists: Andy Terrel, Thomas Wiecki, Andreas Klockner, Brian Granger Moderator: Travis Oliphant

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              • Network X and Gephi - Gilad Lotan

                39:23

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                2,876 Plays / / 0 Comments

                Are you interested in working with social data to map out communities and connections between friends, fans and followers? In this session I'll show ways in which we use the python networkx library…

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                • Python and Javascript Web Visualizations - Chris Mueller

                  39:20

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                  Web-based, data-intensive applications have historically been limited in the types of interactive visualizations they can present to end-users, relying either on server-side applications or plugins…

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                  • SciKit-image Tutorial - Stefan Van der Walt

                    37:17

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                    1,266 Plays / / 1 Comment

                    Whether it be on the road, in the shops, or at home--every day we see more computerized devices interact with a world they "see" primarily via cameras. Scikit-image is a library that implements…

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                    • Blaze - Stephen Diehl

                      36:41

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                      879 Plays / / 1 Comment

                      Blaze is a next-generation NumPy sponsored by Continuum Analytics. It is designed as a foundational set of abstractions on which to build out-of-core and distributed algorithms. Blaze generalizes…

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                      • Wikipedia Indexing and Analysis - Didier Deshommes

                        36:15

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                        336 Plays / / 0 Comments

                        Wikipedia’s corpus makes it ideal for doing some natural language procesing tasks (NLP). This talk will cover how to extract data out of Wikipedia for your own use using Python, MongoDB and…

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                        • iPython as a teaching tool - Michael Selik

                          34:20

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                          485 Plays / / 0 Comments

                          IPython for Teaching and Collaboration: a discussion of the strengths and weaknesses of IPython for teaching statistical machine learning, as a medium for lecture notes and student collaboration.…

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