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...
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Main Author: | |
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Other Authors: | , , |
Format: | Electronic eBook |
Language: | English |
Published: |
New York, NY :
Apress L. P.,
2023.
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Subjects: | |
Online Access: | CONNECT |
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.