you-don-t-always-need-numpy-sam-hames-pycon-au-2019.json

{
  "copyright_text": null,
  "description": "The numerical Python ecosystem and communities are mature and powerful, but sometimes we can be too quick to reach for the numerical hammer when simpler options exist. This talk will outline some areas where the numerical stack may not be the best starting point, and survey some alternatives.\n\nhttps://2019.pycon-au.org/talks/you-dont-always-need-numpy\n\nFri Aug  2 09:30:00 2019 at C3.6",
  "duration": 1901,
  "language": "eng",
  "recorded": "2019-08-02",
  "related_urls": [
    {
      "label": "Conference schedule",
      "url": "https://2019.pycon-au.org/schedule"
    },
    {
      "label": "Talk schedule",
      "url": "https://2019.pycon-au.org/talks/you-dont-always-need-numpy"
    }
  ],
  "speakers": [
    "Sam Hames"
  ],
  "tags": [],
  "thumbnail_url": "https://i.ytimg.com/vi/qSug56Gwly0/maxresdefault.jpg",
  "title": "You don't always need NumPy",
  "videos": [
    {
      "type": "youtube",
      "url": "https://www.youtube.com/watch?v=qSug56Gwly0"
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}