A Tour of Data Science : Learn R And Python In Parallel

Nailong Zhang

Informasi Umum

Kode

22.01.1103

Klasifikasi

006.312 - Data mining

Jenis

Buku - Circulation (Dapat Dipinjam)

Subjek

Data Mining, Python,

No. Rak

Dilihat

141 kali

Informasi Lainnya

Abstraksi

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.