Time Series Algorithms Recipes Implement Machine Learning and Deep Learning Techniques with Python
This book teaches the practical implementation of various concepts for time series analysis and modeling with Python through problem-solution-style recipes, starting with data reading and preprocessing. It begins with the fundamentals of time series forecasting using statistical modeling methods lik...
Other Authors: | |
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Format: | eBook |
Language: | Inglés |
Published: |
Berkeley, CA :
Apress
2023.
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Edition: | 1st ed. 2023. |
Subjects: | |
See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009711809906719 |
Table of Contents:
- Chapter 1: Getting Started with Time Series
- Chapter 2: Statistical Univariate Modelling
- Chapter 3: Statistical Multivariate Modelling
- Chapter 4: Machine Learning Regression-Based Forecasting
- Chapter 5: Forecasting Using Deep Learning.