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Könyv Practical Time Series Forecasting with Python Eric Berger

Practical Time Series Forecasting with Python

A Hands-On Guide

Szerző: Eric Berger, Galit Shmueli
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Axelrod Schnall Publishers
Elérhetőség: Beszállítói készleten
Küldés 9-15 napon belül
12 160 Ft
Practical Time Series Forecasting with Python: A Hands-On Guide provides an applied approach to time...

Információk a könyvről

Szerző
Eric Berger, Galit Shmueli
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2025
oldal
256
EAN
9780997847963
ISBN
0997847964
Enbook ID
50345597
Kiadó
Axelrod Schnall Publishers
Súly
451
Méretek
178 x 254 x 14

Teljes leírás

Practical Time Series Forecasting with Python: A Hands-On Guide provides an applied approach to time-series forecasting. Forecasting is an essential component of predictive analytics. The book introduces popular forecasting methods and approaches used in a variety of business applications.

The book offers clear explanations, practical examples, and end-of-chapter exercises and cases. Readers will learn to use forecasting methods using the free open-source Python software to develop effective forecasting solutions that extract business value from time series data.

This edition includes:

  • Popular forecasting methods including smoothing algorithms, regression models, ARIMA, neural networks, deep learning, and ensembles
  • A practical approach to evaluating the performance of forecasting solutions
  • A business-analytics exposition focused on linking time-series forecasting to business goals
  • Guided cases for integrating the acquired knowledge using real data
  • End-of-chapter problems to facilitate active learning
  • Data, Python code, and instructor materials on companion website
  • Affordable and globally-available textbook, available in hardcover, paperback, and ebook formats
Practical Time Series Forecasting with Python: A Hands-On Guide is the perfect textbook for upper-undergraduate, graduate and MBA-level courses as well as professional programs in data science and business analytics. The book is also designed for practitioners in the fields of operations research, supply chain management, marketing, economics, information systems, finance, and management.

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