A Tour of Data Science

A Tour of Data Science
Author :
Publisher : CRC Press
Total Pages : 265
Release :
ISBN-10 : 9781000215274
ISBN-13 : 100021527X
Rating : 4/5 (27X Downloads)

Book Synopsis A Tour of Data Science by : Nailong Zhang

Download or read book A Tour of Data Science written by Nailong Zhang and published by CRC Press. This book was released on 2020-11-11 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


A Tour of Data Science Related Books

A Tour of Data Science
Language: en
Pages: 265
Authors: Nailong Zhang
Categories: Computers
Type: BOOK - Published: 2020-11-11 - Publisher: CRC Press

DOWNLOAD EBOOK

A Tour of Data Science: Learn R and Python in Parallel covers the fundamentals of data science, including programming, statistics, optimization, and machine lea
Foundations of Data Science
Language: en
Pages: 433
Authors: Avrim Blum
Categories: Computers
Type: BOOK - Published: 2020-01-23 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and a
Python Data Science Handbook
Language: en
Pages: 609
Authors: Jake VanderPlas
Categories: Computers
Type: BOOK - Published: 2016-11-21 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources e
Introduction to Biomedical Data Science
Language: en
Pages: 260
Authors: Robert Hoyt
Categories: Science
Type: BOOK - Published: 2019-11-24 - Publisher: Lulu.com

DOWNLOAD EBOOK

Overview of biomedical data science -- Spreadsheet tools and tips -- Biostatistics primer -- Data visualization -- Introduction to databases -- Big data -- Bioi
Effective Data Science Infrastructure
Language: en
Pages: 350
Authors: Ville Tuulos
Categories: Computers
Type: BOOK - Published: 2022-08-30 - Publisher: Simon and Schuster

DOWNLOAD EBOOK

Simplify data science infrastructure to give data scientists an efficient path from prototype to production. In Effective Data Science Infrastructure you will l