
Sách gia công
Thể loại:Computers
Năm:2021
In lần thứ:1st Edition
Nhà xuát bản:CRC Press/Taylor & Francis Group
Ngôn ngữ:english
Trang:217
A Tour of Data Science: Learn R and Python in Parallel covers the
fundamentals of data science, including programming, statistics,
optimization, and machine learning in a single short book. It does not
cover everything, but rather, teaches the key concepts and topics in
Data Science. It also covers two of the most popular programming
languages used in Data Science, R and Python, in one source. Key
features:
Allows you to learn R and Python in parallel
Cover
statistics, programming, optimization and predictive modelling, and the
popular data manipulation tools – data.table and pandas
Provides a concise and accessible presentation
Includes machine learning algorithms implemented from scratch, linear
regression, lasso, ridge, logistic regression, gradient boosting trees,
etc.
Appealing to data scientists, statisticians, quantitative
analysts, and others who want to learn programming with R and Python
from a data science perspective.