OCaml Scientific Computing: Functional Programming in Data Science and Artificial Intelligence
OCaml Scientific Computing: Functional Programming in Data Science and Artificial Intelligence
English | 2022 | ISBN: 3030976440 | 372 Pages | PDF True | 13 MB
English | 2022 | ISBN: 3030976440 | 372 Pages | PDF True | 13 MB
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.