{"product_id":"deep-learning-with-structured-data-mark-ryan-9781617296727","title":"Deep Learning with Structured Data","description":"\u003cp\u003eMost businesses are far more interested in accurate forecasting and fraud detection using their existing structured datasets than identifying cats in YouTube videos. Powerful deep learning techniques can efficiently extract insight from the kind of structured data collected by most businesses and organisations.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eDeep learning offers the potential to identify complex patterns and relationships hidden in data of all sorts.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003e\u003ci\u003eDeep Learning with Structured Data \u003c\/i\u003eshows you how to apply powerful deep learning analysis techniques to the kind of structured, tabular data you'll find in the relational databases that real-world businesses depend on. Filled with practical, relevant applications, this book teaches you how deep learning can augment your existing machine learning and business intelligence systems.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003e- The benefits and drawbacks of deep learning\u003c\/p\u003e \u003cp\u003e- Organizing data for your deep learning model\u003c\/p\u003e \u003cp\u003e- The deep learning stack\u003c\/p\u003e \u003cp\u003e- Measuring performance of your models\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eFor readers with an intermediate knowledge of Python, Jupyter notebooks, and machine learning. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Mark Ryan\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1617296724\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781617296727\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Manning Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/02\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 273\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.97lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 7.30w x 0.70d","brand":"Mark Ryan","offers":[{"title":"Paperback","offer_id":46906847494399,"sku":"9781617296727","price":59.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_bf0ddd63-3d90-4ddc-97f8-e262a03ecc67.jpg?v=1748771569","url":"https:\/\/www.whiterainbookhouse.com\/products\/deep-learning-with-structured-data-mark-ryan-9781617296727","provider":"WR Book House","version":"1.0","type":"link"}