{"product_id":"9789819204656","title":"Mathematical Foundations of Large Language Models","description":"\u003cp\u003eThis book emerged from a simple observation: while Large Language Models (LLMs) have become ubiquitous, their mathematical foundations remain opaque to many practitioners, students, and enthusiasts. This book bridges that gap by presenting LLMs from first principles – not as a black box, but as an elegant mathematical construction.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":46003174768719,"sku":"00000_00000_00000_00000","price":5600.0,"currency_code":"TWD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0672\/9174\/2287\/files\/9789819204656-1.jpg?v=1783076590","url":"https:\/\/kinokuniya.com.tw\/en\/products\/9789819204656","provider":"Books Kinokuniya Taiwan","version":"1.0","type":"link"}