[
  {
    "title": "Python Design Patterns",
    "presenter": "Alex Martelli",
    "year": 2007,
    "venue": "Google Developers Day US",
    "slides": "http://www.aleax.it/gdd_pydp.pdf",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=0vJJlVBVTFg"
    },
    "tags": ["design patterns"]
  },
  {
    "title": "Advanced Python (or understanding Python)",
    "presenter": "Thomas Wouters",
    "year": 2007,
    "venue": "Google",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=uOzdG3lwcB4"
    },
    "tags": []
  },
  {
    "title": "Inside the Python GIL",
    "presenter": "David Beazley",
    "year": 2009,
    "venue": "Webcast",
    "slides": "http://www.dabeaz.com/GIL/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=ph374fJqFPE"
    },
    "tags": ["gil", "optimization", "performance"]
  },
  {
    "title": "The Mighty Dictionary",
    "presenter": "Brandon Rhodes",
    "venue": "PyCon Atlanta",
    "year": 2010,
    "slides": "http://rhodesmill.org/brandon/slides/2010-03-pycon/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=C4Kc8xzcA68",
      "pyvideo": "http://pyvideo.org/video/276/the-mighty-dictionary-55"
    },
    "tags": ["data structures", "dictionary"]
  },
  {
    "title": "Understanding the Python GIL",
    "presenter": "David Beazley",
    "year": 2010,
    "venue": "PyCon US",
    "slides": "http://www.dabeaz.com/GIL/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=ph374fJqFPE",
      "pyvideo": "http://pyvideo.org/video/353/pycon-2010--understanding-the-python-gil---82"
    },
    "tags": ["gil", "optimization", "performance"]
  },
  {
    "title": "API Design: Lessons Learned",
    "presenter": "Raymond Hettinger",
    "year": 2011,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2011/schedule/presentations/263/",
    "videos": {
      "youtube": "http://www.youtube.com/watch?v=heJuQWNdwJI",
      "pyvideo": "http://pyvideo.org/video/366/pycon-2011--api-design--lessons-learned"
    },
    "tags": ["api"]
  },
  {
    "title": "Python Design Patterns 1",
    "presenter": "Brandon Rhodes",
    "year": 2012,
    "venue": "PyOhio",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=Er5K_nR5lDQ",
      "pyvideo": "http://pyvideo.org/video/1369/python-design-patterns-1"
    },
    "slides" : "http://rhodesmill.org/brandon/slides/2012-07-pyohio/",
    "tags": ["design patterns"]
  },
  {
    "title": "Parsing Horrible Things with Python",
    "presenter": "Erik Rose",
    "year": 2012,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2012/schedule/presentation/468/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=tCUdeLIj4hE",
      "pyvideo": "http://pyvideo.org/video/708/parsing-horrible-things-with-python"
    },
    "tags": ["parsing"]
  },
  {
    "title": "Stop Writing Classes",
    "presenter": "Jack Diederich",
    "year": 2012,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2012/schedule/presentation/352/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=o9pEzgHorH0",
      "pyvideo":"http://pyvideo.org/video/880/stop-writing-classes"
    },
    "tags": ["classes"]
  },
  {
    "title": "Pragmatic Unicode or How do I stop the pain?",
    "presenter": "Ned Batchelder",
    "year": 2012,
    "venue": "PyCon US",
    "slides": "http://nedbatchelder.com/text/unipain/unipain.html",
    "presentation": "https://us.pycon.org/2012/schedule/presentation/141/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=sgHbC6udIqc",
      "pyvideo": "http://pyvideo.org/video/948/pragmatic-unicode-or-how-do-i-stop-the-pain"
    },
    "tags": ["unicode"]
  },
  {
    "title": "Discovering Descriptors",
    "presenter": "Peter Inglesby",
    "year": 2012,
    "venue": "EuroPython",
    "presentation": "https://ep2013.europython.eu/conference/talks/discovering-descriptors",
    "code": "https://github.com/inglesp/Discovering-Descriptors",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=D3-NZXHO5QI"
    },
    "tags": ["descriptors"]
  },
  {
    "title": "The Art of Subclassing",
    "presenter": "Raymond Hettinger",
    "year": 2012,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2012/schedule/presentation/399/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=miGolgp9xq8",
      "pyvideo": "http://pyvideo.org/video/879/the-art-of-subclassing"
    },
    "tags": ["classes", "subclassing"]
  },
  {
    "title": "How to Speed up a Python Program 114,000 times",
    "presenter": "David Schachter",
    "year": 2012,
    "venue": "SF Python Usergroup",
    "slides": "http://davidschachter.com/ds/SF_Python_Meetup_slides_public.pdf",
    "presentation": "http://www.meetup.com/sfpython/events/89669532/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=e08kOj2kISU"
    },
    "tags": ["optimization", "performance"]
  },
  {
    "title": "Python 3 Metaprogramming",
    "presenter": "David Beazley",
    "year": 2013,
    "venue": "PyCon US",
    "slides": "http://www.dabeaz.com/py3meta/Py3Meta.pdf",
    "presentation": "https://us.pycon.org/2013/schedule/presentation/7/",
    "code": "www.dabeaz.com/py3meta/py3meta.zip",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=sPiWg5jSoZI",
      "pyvideo": "http://pyvideo.org/video/1716/python-3-metaprogramming"
    },
    "tags": ["python 3", "metaprogramming"]
  },
  {
    "title": "The Future of Python - A Choose Your Own Adventure",
    "presenter": "Jessica McKellar",
    "year": 2013,
    "venue": "Kiwi Pycon",
    "slides": "https://speakerdeck.com/nzpug/jessica-mckellar-the-future-of-python-a-choose-your-own-adventure-keynote",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=d1a4Jbjc-vU",
      "pyvideo": "http://pyvideo.org/video/2375/the-future-of-python-a-choose-your-own-adventur"
    },
    "tags": ["future", "python 3"]
  },
  {
    "title": "Python for Humans",
    "presenter": "Kenneth Reitz",
    "year": 2013,
    "venue": "PyCon US",
    "slides": "https://speakerdeck.com/pyconslides/python-for-humans",
    "code": "https://github.com/kennethreitz/python-for-humans",
    "videos": {
      "youtube": "http://www.youtube.com/watch?v=QpkHt1hDYTo",
      "pyvideo": "http://pyvideo.org/video/1785/python-for-humans-1"
    },
    "tags": ["api", "best practice"]
  },
  {
    "title": "Loop like a native: while, for, iterators, generators",
    "presenter": "Ned Batchelder",
    "year": 2013,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2013/schedule/presentation/76/",
    "slides": "http://nedbatchelder.com/text/iter/iter.html",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=EnSu9hHGq5o",
      "pyvideo": "http://pyvideo.org/video/1758/loop-like-a-native-while-for-iterators-genera"
    },
    "tags": ["loops", "iterators", "generators"]
  },
  {
    "title": "Python's Class Development Toolkit",
    "presenter": "Raymond Hettinger",
    "year": 2013,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2013/schedule/presentation/125/",
    "slides": "https://speakerdeck.com/pyconslides/pythons-class-development-toolkit-by-raymond-hettinger",
    "videos" : {
      "youtube": "https://www.youtube.com/watch?v=HTLu2DFOdTg",
      "pyvideo": "http://pyvideo.org/video/1779/pythons-class-development-toolkit"
    },
    "tags": ["classes"]
  },
  {
    "title": "Transforming Code into Beautiful, Idiomatic Python",
    "presenter": "Raymond Hettinger",
    "year": 2013,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2013/schedule/presentation/126/",
    "slides": "https://speakerdeck.com/pyconslides/transforming-code-into-beautiful-idiomatic-python-by-raymond-hettinger-1",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=OSGv2VnC0go",
      "pyvideo": "http://pyvideo.org/video/1780/transforming-code-into-beautiful-idiomatic-python"
    },
    "tags": ["idiomatic"]
  },
  {
    "title": "Fast Python, Slow Python",
    "presenter": "Alex Gaynor",
    "year": 2014,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2014/schedule/presentation/197/",
    "slides": "https://speakerdeck.com/pycon2014/fast-python-slow-python-by-alex-gaynor",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=7eeEf_rAJds",
      "pyvideo": "http://pyvideo.org/video/2627/fast-python-slow-python"
    },
    "tags": ["optimization", "performance"]
  },
  {
    "title": "What Is Async, How Does It Work, And When Should I Use It?",
    "presenter": "A. Jesse Jiryu Davis",
    "year": 2014,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2014/schedule/presentation/284/",
    "slides": "https://speakerdeck.com/pycon2014/what-is-async-how-does-it-work-and-when-should-i-use-it-by-a-jesse-jiryu-davis",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=9WV7juNmyE8",
      "pyvideo": "http://pyvideo.org/video/2565/what-is-async-how-does-it-work-and-when-should"
    },
    "tags": ["async"]
  },
  {
    "title": "Garbage Collection in Python",
    "presenter": "Benjamin Peterson",
    "year": 2014,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2014/schedule/presentation/153/",
    "slides": "https://speakerdeck.com/pycon2014/garbage-collection-in-python-by-benjamin-peterson",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=iHVs_HkjdmI",
      "pyvideo": "http://pyvideo.org/video/2633/garbage-collection-in-python"
    },
    "tags": ["garbage collection"]
  },
  {
    "title": "All Your Ducks In A Row: Data Structures in the Standard Library and Beyond",
    "presenter": "Brandon Rhodes",
    "year": 2014,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2014/schedule/presentation/211/",
    "slides": "http://rhodesmill.org/brandon/slides/2014-04-pycon/data-structures/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=fYlnfvKVDoM",
      "pyvideo": "http://pyvideo.org/video/2571/all-your-ducks-in-a-row-data-structures-in-the-s"
    },
    "tags": ["data structures"]
  },
  {
    "title": "The Clean Architecture",
    "presenter": "Brandon Rhodes",
    "year": 2014,
    "venue": "PyOhio",
    "slides": "http://rhodesmill.org/brandon/slides/2014-07-pyohio/clean-architecture/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=DJtef410XaM",
      "pyvideo": "http://pyvideo.org/video/2840/the-clean-architecture-in-python"
    },
    "tags": ["clean coding", "clean architecture"]
  },
  {
    "title": "Subprocess to FFI: Memory, Performance, and Why You Shouldn't Shell",
    "presenter": "Christine Spang",
    "year": 2014,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2014/schedule/presentation/190/",
    "slides": "https://speakerdeck.com/pycon2014/subprocess-to-ffi-by-christine-spang",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=YAO7PUZvVPw",
      "pyvideo": "http://pyvideo.org/video/2640/subprocess-to-ffi-memory-performance-and-why-y)"
    },
    "tags": ["performance"]
  },
  {
    "title": "Generators: The Final Frontier",
    "presenter": "David Beazley",
    "year": 2014,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2014/schedule/presentation/70/",
    "slides": "http://fr.slideshare.net/dabeaz/generators-the-final-frontier",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=5-qadlG7tWo",
      "pyvideo": "http://pyvideo.org/video/2575/generators-the-final-frontier"
    },
    "tags": ["generators"]
  },
  {
    "title": "Designing Poetic APIs",
    "presenter": "Erik Rose",
    "year": 2014,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2014/schedule/presentation/207/",
    "slides": "https://speakerdeck.com/pycon2014/designing-poetic-apis-by-erik-ros",
    "videos": {
      "youtube": "http://www.youtube.com/watch?v=JQYnFyG7A8c",
      "pyvideo": "http://pyvideo.org/video/2647/designing-poetic-apis",
      "vod": "http://vod.com.ng/en/video/JQYnFyG7A8c/Erik-Rose-Designing-Poetic-APIs-PyCon-2014"
    },
    "tags": ["api"]
  },
  {
    "title": "Tulip: Async I/O for Python 3",
    "presenter": "Guido van Rossum",
    "year": 2014,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2014/schedule/presentation/284/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=1coLC-MUCJc"
    },
    "tags": ["async", "tulip"]
  },
  {
    "title": "Faster Python Programs through Optimization",
    "presenter": "Mike Müller",
    "year": 2014,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2014/schedule/presentation/71/",
    "slides": "http://fr.slideshare.net/PyData/faster-python-programs-through-optimization-mike-muller",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=wNBJDpyRm8w",
      "pyvideo": "http://pyvideo.org/video/607/faster-python-programs-through-optimization"
    },
    "tags": ["optimization", "performance"]
  },
  {
    "title": "Getting Started Testing",
    "presenter": "Ned Batchelder",
    "year": 2014,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2014/schedule/presentation/150/",
    "slides": "https://speakerdeck.com/pycon2014/getting-started-testing-by-ned-batchelder",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=FxSsnHeWQBY",
      "pyvideo": "http://pyvideo.org/video/2674/getting-started-testing"
    },
    "tags": ["testing"]
  },
  {
    "title": "Faster data processing in Python",
    "presenter": "S Anand",
    "year": 2014,
    "venue": "PyCon IN",
    "presentation": "http://in.pycon.org/funnel/2014/165-faster-data-processing-in-python",
    "notebook": "http://nbviewer.ipython.org/github/sanand0/ipython-notebooks/blob/master/Faster%20Data%20Processing%20in%20Python.ipynb",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=ylBslijJexw"
    },
    "tags": ["performance"]
  },
  {
    "title": "*Modern Python Dictionaries A confluence of a dozen great ideas",
    "presenter": "Raymond Hettinger",
    "year": 2017,
    "venue": "PyCon US",
    "presentation": "https://us.pycon.org/2017/schedule/presentation/18/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=npw4s1QTmPg"
    },
    "tags": ["idiomatic"]
  },
  {
    "title": "Beyond PEP 8 -- Best practices for beautiful intelligible code",
    "presenter": "Raymond Hettinger",
    "year": 2015,
    "venue": "PyCon Montreal",
    "presentation": "https://us.pycon.org/2015/schedule/presentation/416/",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=wf-BqAjZb8M"
    },
    "tags": ["idiomatic"]
  },
  {
    "title": "Super considered super!",
    "presenter": "Raymond Hettinger",
    "year": 2015,
    "presentation": "https://us.pycon.org/2015/schedule/presentation/419/",
    "article": "https://rhettinger.wordpress.com/2011/05/26/super-considered-super/",
    "venue": "PyCon Montreal",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=EiOglTERPEo"
    },
    "tags": ["idiomatic"]
  },
  {
    "title": "Python Concurrency From the Ground Up - Live",
    "presenter": "David Beazley",
    "year": 2015,
    "venue": "PyCon Montreal",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=MCs5OvhV9S4"
    },
    "tags": ["async", "asyncio"]
  },
  {
    "title": "Modules and Packages: Live and Let Die!",
    "presenter": "David Beazley",
    "year": 2015,
    "venue": "PyCon Montreal",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=0oTh1CXRaQ0"
    },
    "tags": ["modules", "packages"]
  },
  {
    "title": "Type Hints",
    "presenter": "Guido van Rossum",
    "year": 2015,
    "venue": "PyCon Montreal",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=2wDvzy6Hgxg"
    },
    "tags": ["type", "python3"]
  },
  {
    "title": "Facts and Myths about Python names and values",
    "presenter": "Ned Batchelder",
    "year": 2015,
    "venue": "PyCon Montreal",
    "presentation": "https://us.pycon.org/2015/schedule/presentation/362/",
    "slides": "http://nedbatchelder.com/text/names1.html",
    "videos": {
      "youtube": "https://www.youtube.com/watch?v=_AEJHKGk9ns",
      "pyvideo": "http://pyvideo.org/video/3466/facts-and-myths-about-python-names-and-values"
    },
    "tags": ["novice", "core"]
  }
]