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  1. Bayesian Data Analysis with PyMC3 - Thomas Wiecki

    48:45

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    4,617 Plays / / 2 Comments

    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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    • Zipline in the Cloud: Optimizing Financial Trading Algorithms

      46:18

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      1,345 Plays / / 0 Comments

      Simulation has become an indispensable research tool across different scientific disciplines ranging from neuroscience to econometrics and quantitative finance. These computational simulations often…

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      • Practical Time Series Modeling and Analysis

        44:31

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        1,004 Plays / / 0 Comments

        Exploratory analysis and predictive modeling of time series is an enormously important part of practical data analysis. From basic processing and cleaning to statistical modeling and analysis, Python…

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        • Lighting Fast Cluster Computing with PySpark

          30:35

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          579 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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          • Panel - GPU and Parallel Processing

            39:44

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            1,688 Plays / / 0 Comments

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

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            • Hadoop Python Integration and Pig - K Young

              32:48

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              1,421 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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              • SciKit Random Forest - Brian Eoff

                33:44

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                4,086 Plays / / 0 Comments

                There was a time when the go to machine learning library was Weka, a behemoth of a Java library. Recently, Scikit-Learn has chipped away at the functionality provided by Weka, and given the Python…

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                • Pandas

                  31:28

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                  564 Plays / / 0 Comments

                  Pandas: Powerful Data Analysis Tools for Python Presentation by Wes McKinney

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                  • Numba - NumPy-aware dynamic Python complier - Travis Oliphant

                    12:55

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                    628 Plays / / 0 Comments

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                    • Lightning Talk - Travis Oliphant - Numba

                      05:22

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                      544 Plays / / 0 Comments

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                      • Lightning Talk - Mike Selik - End of Kaggle

                        03:07

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                        2,009 Plays / / 1 Comment

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                        • Intro to SciPy - Hugo Shi and Travis Oliphant

                          32:11

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                          2,007 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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