Data science from scratch : first principles with Python
Книга

Data science from scratch : first principles with Python

Grus Joel

АбонементИндекс: G 90

Библиографическое описание

Издательство
O'Reilly Media
Год издания
2015
Объём
311 с.
ISBN
978-1-491-90142-7
Шифр
G 90
Авторский знак (Кеттер)
G 90
Индекс ББК
32.81я73
Дисциплина
Data Analysis, Data Analysis – 1, Data Analysis - 2, Information and communication technologies

Ключевые слова

business communicationcomputer graphics

Тематические рубрики

  • Technic - Сybernetics

Аннотация

This is a first-principles-based, practical introduction to the fundamentals of data science aimed at the mathematically-comfortable reader with some programming skills. The book covers: The important parts of Python to know The important parts of Math / Probability / Statistics to know The basics of data science How commonly-used data science techniques work (learning by implementing them) What is Map-Reduce and how to do it in Python Other applications such as NLP, Network Analysis, and more