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  1. GPU and Python - Andreas Klockner

    45:51

    from PyData Added 10.9K 51 0

    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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    • SciKit-Learn Tutorial - Jake VanderPlas

      40:07

      from PyData Added 4,957 34 1

      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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      • Network X and Gephi - Gilad Lotan

        39:23

        from PyData Added 6,481 29 0

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

          18:53

          from PyData Added 1,610 28 0

          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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          • Intro to SciPy - Hugo Shi and Travis Oliphant

            32:11

            from PyData Added 2,247 27 0

            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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            • Timeseries and Pandas - Chang She

              45:54

              from PyData Added 2,952 23 0

              Since v0.8, the pandas library has greatly expanded its timeseries functionality. This tutorial will give an introduction to working with timeseries data in pandas. We'll cover how to create…

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              • SciKit Random Forest - Brian Eoff

                33:44

                from PyData Added 5,688 22 0

                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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                • iPython Notebook - Brian Granger

                  43:37

                  from PyData Added 3,180 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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                  • Hadoop Python Integration and Pig - K Young

                    32:48

                    from PyData Added 1,634 19 0

                    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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                    • Matplotlib Tutorial - Jake VanderPlas

                      52:36

                      from PyData Added 2,815 18 0

                      An important part of data-intensive scientific computing is data visualization. Matplotlib offers a full-featured data visualization package within Python, which is built to interface well with numpy,…

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

                        40:54

                        from PyData Added 3,874 16 0

                        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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                        • WebCrawling and Metadata Extractors - Andrew Montalenti

                          19:45

                          from PyData Added 1,234 12 0

                          Python has long been used as a language for crawling the web -- perhaps the most successful example being the early web crawlers built for the Google search engine. In recent times, open source libraries…

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