کتاب دانلود کتب لاتین علوم مهندسیرایانه، اینترنت و فناوری اطلاعات
یک تور علم داده - R و پایتون را به صورت موازی یاد بگیرید
یک تور علم داده - R و پایتون را به صورت موازی یاد بگیرید

A Tour of Data Science - Learn R and Python in Parallel
نویسنده: Nailong Zhang
سال انتشار: 2021
تعداد صفحات: 217
زبان فایل: English
فرمت فایل: pdf
حجم فایل: 8MB
قیمت: 100,000ريال

افزودن به سبد دانلود

Publisher : Chapman and Hall/CRC

ISBN-10 : 0367897067, 0367895862

ISBN-13 : 978-0367897062, 978-0367895860

ASIN : B08KGY4BCH

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.