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  "description": "# Revenue prediction\n\nIn this project you\u0027ll learn how to predict the monthly revenue of new customers once they completed their first purchase.\nThis is done by :\n\n1. Using historical CRM data mixed with users interactions on the web site to build a predictive model,\n2. Updating this model with the most recent data to get the best possible predictions,\n3. Use this up-to-date model to predict how much revenue new customers will generate this month.\n\n\u003cbr/\u003e\n# Visit the sample project\n\n\n1. The Graphical Flow of the data and model processing.\u003cbr/\u003e\n\u003cp class\u003d\"text-center\"\u003e\n\u003ca href\u003d\"/projects/DKU_TSHIRTS/flow/\"  class\u003d\"btn btn-datasets-color btn-cta-big-mod\"\u003e\u003ci class\u003d\"icon-dku-sample_project\" class\u003d\"btn-cta-big-mod-icon\" /\u003e\u0026nbsp;Flow\u003c/a\u003e\u003cbr/\u003e\u003cbr/\u003e\n\u003c/p\u003e\n\n2. Insights related to customers and revenue prediction.\nNote that some charts requires the installation of the [Reverse Geocoding](https://www.dataiku.com/product/plugins/geoadmin/) plugin.\n\u003cp class\u003d\"text-center\"\u003e\n\u003ca href\u003d\"/projects/DKU_TSHIRTS/dashboards/\"  class\u003d\"btn btn-datasets-color btn-cta-big-mod\"\u003e\u003ci class\u003d\"icon-dku-sample_project\" class\u003d\"btn-cta-big-mod-icon\" /\u003e\u0026nbsp;Dashboards\u003c/a\u003e\u003cbr/\u003e\u003cbr/\u003e\n\u003c/p\u003e\n\n\n3. Train a predictive model to learn about the key factors impacting revenue.\n\u003cp class\u003d\"text-center\"\u003e\n\u003ca href\u003d\"/projects/DKU_TSHIRTS/analysis/xXTYPWEJ/\"  class\u003d\"btn btn-datasets-color btn-cta-big-mod\"\u003e\u003ci class\u003d\"icon-dku-sample_project\" class\u003d\"btn-cta-big-mod-icon\" /\u003e\u0026nbsp;Machine learning analysis\u003c/a\u003e\u003cbr/\u003e\u003cbr/\u003e\n\u003c/p\u003e\n\n\n4. Deploy that Machine Learning Model to update it regularly and forecast new customers\u0027 revenue accurately.\n\u003cp class\u003d\"text-center\"\u003e\n\u003ca href\u003d\"/projects/DKU_TSHIRTS/analysis/gPd2KlKo/\"  class\u003d\"btn btn-datasets-color btn-cta-big-mod\"\u003e\u003ci class\u003d\"icon-dku-sample_project\" class\u003d\"btn-cta-big-mod-icon\" /\u003e\u0026nbsp;Machine learning models\u003c/a\u003e\u003cbr/\u003e\u003cbr/\u003e\n\u003c/p\u003e\n\n",
  "shortDesc": "Take a look at how to create a revenue prediction model using a fictional t-shirt company\u0027s sales data.\n",
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