Time Series for Data Scientists "Data Management, Description, Modeling and Forecasting"

por Sánchez, Juana
Time Series for Data Scientists "Data Management, Description, Modeling and Forecasting"
Compartir en:

valoración (0 valoraciones)
Comenta y valora este libro

ISBN: 978-1-108-83777-4
Editorial: Cambridge University Press
Fecha de la edición: 2023
idioma: Ingles
Nº Pág.: 465


pvp.79.95 €

[En stock]

Resumen del libro

Reseña: Learn by doing with this user-friendly introduction to time series data analysis in R. This book explores the intricacies of managing and cleaning time series data of different sizes, scales and granularity, data preparation for analysis and visualization, and different approaches to classical and machine learning time series modeling and forecasting. A range of pedagogical features support students, including end-of-chapter exercises, problems, quizzes and case studies. The case studies are designed to stretch the learner, introducing larger data sets, enhanced data management skills, and R packages and functions appropriate for real-world data analysis. On top of providing commented R programs and data sets, the book's companion website offers extra case studies, lecture slides, videos and exercise solutions. Accessible to those with a basic background in statistics and probability, this is an ideal hands-on text for undergraduate and graduate students, as well as researchers in data-rich disciplines.

Ecobook recomienda

Big Data Analytics Methods "Analytics Techniques in Data Mining, Deep Learning and Natural Language"

Big Data Analytics Methods unveils secrets to advanced analytics techniques ranging from machine learning, random forest classifiers, predictive modeling, cluster analysis, natural language processing (NLP), Kalman filtering and ensembles of models for optimal accuracy of ...

pvp.74.95 €

Análisis de datos con Stata

por varios autores

Análisis de datos con Stata

Stata es uno de los paquetes estadísticos de referencia en las comunidades científicas de muy diversas ramas, como la economía, la ciencia política y la sociología. En este Cuaderno Metodológico se enseñan los rudimentos de ...

pvp.30.00 €