1. Scaling Machine Learning in Python

    47:56

    from PyData Added 6,562 34 0

    In this talk we will introduce the typical predictive modeling tasks on "not-so-big-data-but-not- quite-small-either" that benefit from distributed the work on several cores or nodes in…

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    • iPython Notebook - Brian Granger

      43:37

      from PyData Added 3,181 21 0

      Data focused computing involves many stages: exploration, visualization, production mode computing, collaboration, debugging, development, presentation and publication. The IPython Notebook is a web…

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      • IPython: A Modern Vision of Interactive Computing

        01:00:20

        from PyData Added 1,224 13 0

        IPython has evolved from an enhanced interactive shell into a large and fairly complex set of components that include a graphical Qt-based console, a parallel computing framework and a web-based notebook…

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        • Getting Started with Twitter's API

          02:25

          from Matthew Russell Added 1,853 6 0

          A short ~2.5 minute screencast demonstrating how to create a connection to Twitter's API and run some queries. By the end of this video, you'll be able to tap into Twitter's firehose…

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          • IPython Parallel - Brian Granger

            48:37

            from PyData Added 1,463 5 1

            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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            • IPython TextMate Bundle Demo

              04:22

              from Matt Foster Added 1,254 4 2

              A short demo of the main features in the TextMate IPython bundle. I'll show you how to write scripts, and execute them, either in whole, or part, in IPython. This is all done remotely, without…

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              • Introduction to SciPy

                25:27

                from whykay Added 182 4 0

                PyCon Ireland 2011. (Radisson Blu Royal Hotel 2011 - 8th Oct 2011) Speaker: Vishal Vatsa Abstract ---------- Brief intro to SciPy covering NumPy, Matplotlib and iPython. (Level: Beginner) Link…

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                • IPython-parallel

                  01:28:42

                  from PyData Added 1,076 4 1

                  IPython is a great tool for doing interactive exploration of code and data. IPython.parallel is part of IPython that enables interactive exploration of parallel code, and aims to make distributing…

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                  • Kalman Filter for a Constant Velocity (CV) Model in Python

                    11:00

                    from Paul Added 3,419 5 1

                    Short explanation for the Kalman Filter with a constant Velocity System Model, implemented in Python Situation covered: You drive with your car in a tunnel and the GPS signal is lost. Now the car…

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                    • Extended Kalman Filter with CTRV Vehicle Model in Python

                      23:44

                      from Paul Added 4,519 3 2

                      An Extended Kalman Filter is set up to track a vehicle with constant velocity and constant turn rate, which measures it's position via a GPS Sensor. The Filter is implemented in Python and with…

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