عنوان

Introduction to data science :

شابک

3319500171

شابک

9783319500171

شابک اشتباه

3319500163

شابک اشتباه

9783319500164

کد کشور

bnb

شماره

b624002

عنوان اصلي

Introduction to data science :

نام عام مواد

[Book]

ساير اطلاعات عنواني

a Python approach to concepts, techniques and applications /

نام نخستين پديدآور

Laura Igual, Santi Seguí ; with contributions from Jordi Vitrià [and others].

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

2017.

نام خاص و کميت اثر

1 online resource

عنوان فروست

Undergraduate topics in computer science,

شاپا ي ISSN فروست

1863-7310

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Introduction to Data Science -- Toolboxes for Data Scientists -- Descriptive statistics -- Statistical Inference -- Supervised Learning -- Regression Analysis -- Unsupervised Learning -- Network Analysis -- Recommender Systems -- Statistical Natural Language Processing for Sentiment Analysis -- Parallel Computing.

بدون عنوان

0

متن يادداشت

This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the emerging and interdisciplinary field of data science. The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and parallel programming, and the practical application of data science for such tasks as building recommender systems or performing sentiment analysis. Topics and features: Provides numerous practical case studies using real-world data throughout the book Supports understanding through hands-on experience of solving data science problems using Python Describes techniques and tools for statistical analysis, machine learning, graph analysis, and parallel programming Reviews a range of applications of data science, including recommender systems and sentiment analysis of text data Provides supplementary code resources and data at an associated website