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{ "category": "PyCon US 2012", "language": "English", "slug": "introduction-to-interactive-predictive-analytics", "speakers": [ "Olivier Grisel" ], "tags": [], "id": 622, "state": 1, "title": "Introduction to Interactive Predictive Analytics in Python with scikit-learn", "summary": "The goal of this tutorial is to give the attendee a first experience of\nmachine learning tools applied to practical software engineering tasks such as\nlanguage detection of tweets, topic classification of web pages, sentiment\nanalysis of customer products reviews and facial recognition in pictures from\nthe web or from your own webcam.\n\n", "description": "", "quality_notes": "", "copyright_text": "", "embed": "<object width=\"425\" height=\"344\"><param name=\"movie\" value=\"http://www.youtube.com/v/Zd5dfooZWG4?version=3&amp;f=videos&amp;app=youtube_gdata\"><param name=\"allowFullScreen\" value=\"true\"><param name=\"allowscriptaccess\" value=\"always\"><embed src=\"http://www.youtube.com/v/Zd5dfooZWG4?version=3&amp;f=videos&amp;app=youtube_gdata\" allowscriptaccess=\"always\" height=\"344\" width=\"425\" allowfullscreen=\"true\" type=\"application/x-shockwave-flash\"></embed></object>", "thumbnail_url": "http://img.youtube.com/vi/Zd5dfooZWG4/hqdefault.jpg", "duration": null, "video_ogv_length": null, "video_ogv_url": null, "video_ogv_download_only": false, "video_mp4_length": null, "video_mp4_url": null, "video_mp4_download_only": false, "video_webm_length": null, "video_webm_url": null, "video_webm_download_only": false, "video_flv_length": null, "video_flv_url": null, "video_flv_download_only": false, "source_url": "https://www.youtube.com/watch?v=Zd5dfooZWG4", "whiteboard": "", "recorded": "2012-03-08", "added": "2012-03-12T20:00:07", "updated": "2014-04-08T20:28:27.628" }