{"product_id":"introduction-to-tensor-computing-in-manal-helal-9781916626331","title":"Introduction to Tensor Computing in Python: From First Principles to Deep Learning","description":"\u003cp\u003eTensorised deep learning models compress large models using fewer parameters that are easier to express and explain the models' performance. To use and participate in the current state-of-the-art research of multi-way analysis using tensor structures and algebra, a foundation in some mathematical concepts using examples and visualisations is required. This book covers the link from theoretical foundations to example applications in machine learning and deep neural network models. Plenty of Python libraries and application examples are referenced and explained to make it easier for newcomers in the field. All required prerequisites are referenced for a deeper foundation from scratch.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Manal Helal\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1916626335\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781916626331\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Manal Helal\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/11\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 240\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.25lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.51d","brand":"Manal Helal","offers":[{"title":"Paperback","offer_id":44227615916287,"sku":"9781916626331","price":31.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_0c2053e9-c8ad-43f4-9478-df05e9e5c287.jpg?v=1692809696","url":"https:\/\/www.whiterainbookhouse.com\/products\/introduction-to-tensor-computing-in-manal-helal-9781916626331","provider":"WR Book House","version":"1.0","type":"link"}