دانلود کتاب محاسبات علمی OCaml – برنامه‌نویسی کاربردی در علوم داده و هوش مصنوعی

This book is about the harmonious synthesis of functional programming and numerical computation. In recent years, Data Science has taken off in a big way, partly through the rapid increase in availability of data from many sectors of society, whether industry, government or entertainment. There are obvious benefits in operational optimisation of utilities, in a wide variety of applications in healthcare, finance, and subtle analysis of human communication. The growth in computing power, in handheld devices, on the desk top, in the server, on the cloud combines with this data availability to allow rapid development and deployment of platforms for statistics, Machine Learning and Artificial Intelligence applications. However, many of these systems have been rapid expansions of existing software, based in traditional imperative programming languages such as Python, or C++.