Название: Statistics with Julia: Fundamentals for Data Science, Machine Learning and Artificial Intelligence
Автор: Yoni Nazarathy, Hayden Klok
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 531
Размер: 24,8 Mb
Язык: English

This monograph uses the Julia language to guide the reader through an exploration of the fundamental concepts of probability and statistics, all with a view of mastering machine learning, data science, and artificial intelligence. The text does not require any prior statistical knowledge and only assumes a basic understanding of programming and mathematical notation. It is accessible to practitioners and researchers in data science, machine learning, bio-statistics, finance, or engineering who may wish to solidify their knowledge of probability and statistics.