pyconfr-2018-python-powered-data-science-in-e-commerce-pietro-fodra.json

{
  "copyright_text": "Creative Commons Attribution license (reuse allowed)",
  "description": "Cdiscount is the French leader on e-commerce, with millions of visitors\nand millions of products sold. But that is not all: Cdiscount is also a\ncompany where dozens of Data Scientists are daily challenged with a\nmassive amount of data coming from visitors, customers, its product\ncatalogue and internal search engine. Their goal: deliver performing and\ninnovating algorithms in a short delay. The Cdiscount\u2019s Data Science\nteams use Python for both prototyping and production, trying to shorten\nthe path between a research idea and its industrialization.\n\nIn this talk, we are going to present some examples of Python\napplications in Cdiscount and we are going to focus on one in\nparticular: the keyword clusterisation in Google Ads campaigns using the\nWord-2-Vec algorithm of the gensim package. The solution of this NLP\nproblem allows to use the signal of high-traffic keywords to predict the\nperformance of lower-traffic ones and improve the bidding.\n",
  "duration": 1766,
  "language": "eng",
  "recorded": "2018-10-06",
  "related_urls": [
    {
      "label": "schedule",
      "url": "https://www.pycon.fr/2018/program/"
    }
  ],
  "speakers": [
    "Pietro Fodra"
  ],
  "tags": [],
  "thumbnail_url": "https://i.ytimg.com/vi/xH3igwzoZr0/maxresdefault.jpg",
  "title": "Python-powered Data Science in E-commerce",
  "videos": [
    {
      "type": "youtube",
      "url": "https://www.youtube.com/watch?v=xH3igwzoZr0"
    },
    {
      "type": "mp4",
      "url": "https://dl.afpy.org/pycon-fr-18/python-powered-data-science-in-e-commerce.mp4"
    }
  ]
}