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  1. Bayesian Data Analysis with PyMC3 - Thomas Wiecki

    48:45

    from PyData / Added

    3,876 Plays / / 1 Comment

    Probabilistic Programming allows flexible specification of statistical models to gain insight from data. Estimation of best fitting parameter values, as well as uncertainty in these estimations, can…

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    • GPU and Python - Andreas Klockner

      45:51

      from PyData / Added

      9,697 Plays / / 0 Comments

      Why use GPUs from Python? This workshop will provide a brief introduction to GPU programming with Python, including run-time code generation and use of high-level tools like PyCUDA and PyOpenCL, and…

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      • Hadoop Python Integration and Pig - K Young

        32:48

        from PyData / Added

        1,345 Plays / / 0 Comments

        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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        • Image Data Exploration, iPython, and Disco - Davin Potts

          46:49

          from PyData / Added

          454 Plays / / 0 Comments

          Davin will talk about the large data problems at Stipple, which attempts to index and automatically tag all of the world's images. He will demonstrate ad-hoc data mining using a combination of…

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          • Intro to SciPy - Hugo Shi and Travis Oliphant

            32:11

            from PyData / Added

            1,894 Plays / / 0 Comments

            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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            • IPython Parallel - Brian Granger

              48:37

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              1,229 Plays / / 1 Comment

              Working with data at large scales requires parallel computing to access large amounts of RAM and CPU cycles. Users need a quick and easy way to leverage these resources without becoming an expert…

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              • Large Scale Machine Learning with SHOGUN 2.0 - Christian Widmer

                44:07

                from PyData / Added

                597 Plays / / 0 Comments

                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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                • Lighting Fast Cluster Computing with PySpark

                  30:35

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                  500 Plays / / 0 Comments

                  This talk will introduce PySpark a framework for cluster scale data-intensive computing. PySpark is a deeply integrated set of Python API bindings for the popular Spark computation engine. Spark provides…

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                  • Lightning Talk - Mike Selik - End of Kaggle

                    03:07

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                    1,860 Plays / / 1 Comment

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                    • Lightning Talk - Travis Oliphant - Numba

                      05:22

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                      534 Plays / / 0 Comments

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                      • Machine Learning, NLP + Data Science in Python - Joseph Turian

                        18:53

                        from PyData / Added

                        1,223 Plays / / 0 Comments

                        Have a data science problem in Python? Need to do some ML or NLP, but find the options daunting? In this whirlwind tour, we'll go over some common use-cases, and explain where to start. More…

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                        • MapReduce with Disco - Chris Mueller

                          33:27

                          from PyData / Added

                          499 Plays / / 0 Comments

                          Disco is a Python-based MapReduce framework that provides a refreshing alternative to the Hadoop hegemony. In this presentation, Chris will introduce Disco and the Disco Distributed File System and…

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