Ocaml Scientific Computing by Richard Mortier Paperback Book

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Ocaml Scientific Computing by Richard Mortier Paperback Book

  • العلامة التجارية: Unbranded

Ocaml Scientific Computing by Richard Mortier Paperback Book

  • العلامة التجارية: Unbranded
السعر: ٢٣٫٩٥٠ د.ب.‏
البائع:
٢٣٫٩٥٠ د.ب.‏
+ ١١٫٩٩٠ د.ب.‏ الشحن

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الوصف

This book is about the harmonious synthesis of functional programming and numerical computation. It shows how the expressiveness of OCaml allows for fast and safe development of data science applications. Step by step the authors build up to use cases drawn from many areas of Data Science Machine Learning and AI and then delve into how to deploy at scale using parallel distributed and accelerated frameworks to gain all the advantages of cloud computing environments.To this end the book is divided into three parts each focusing on a different area. Part I begins by introducing how basic numerical techniques are performed in OCaml including classical mathematical topics interpolation and quadrature statistics and linear algebra. It moves on from using only scalar values to multidimensional arrays introducing the tensor and Ndarray core data types in any numerical computing system. It concludes with two more classical numerical computing topics the solution of Ordinary Differential Equations ODEs and Signal Processing as well as introducing the visualization module we use throughout this book. Part II is dedicated to advanced optimization techniques that are core to most current popular data science fields. We do not focus only on applications but also on the basic building blocks starting with Algorithmic Differentiation the most crucial building block that in turn enables Deep Neural Networks. We follow this with chapters on Optimization and Regression also used in building Deep Neural Networks. We then introduce Deep Neural Networks as well as topic modelling in Natural Language Processing NLP two advanced and currently very active fields in both industry and academia. Part III collects a range of case studies demonstrating how you can build a complete numerical application quickly from scratch using Owl. The cases presented include computer vision and recommender systems. This book aims at anyone with a basic knowledge of functional programming and a desire to expl
  • العلامة التجارية: Unbranded
  • الفئة: الحاسبات والإنترنت
  • حَجْم: Paperback
  • اللغة: English
  • المؤلف: Richard Mortier
  • تاريخ النشر: 2022-05-27
  • الناشر/ العنوان: Springer Nature Swit
  • هوية Fruugo: 413470742-873859334
  • ISBN: 9783030976446

التسليم والرد

يُرسل خلال 24 ساعة

  • STANDARD: ١١٫٩٩٠ د.ب.‏ - التسليم بين الخميس 16 أكتوبر 2025 – الأربعاء 22 أكتوبر 2025

يُشحن من المملكة المتحدة.

نحن نبذل قصارى جهدنا لضمان أن تصلك المنتجات التي تطلبها بالكامل وطبقاً المواصفات التي حددتها. إلا أنه في حال تلقيك طلب غير كامل أو أغراض تختلف عن تلك التي طلبتها أو كان هناك سبب آخر يدعوك لعدم الرضاء عن الطلب، فيمكنك رد الطلب أو أي منتجات يتضمنها الطلب واسترداد ما دفعته من أجل تلك الأغراض بالكامل. عرض سياسة الرد الكاملة