eBook- Machine Learning for Time Series Forecasting with Python
Available Exclusively as an eBook | Part of the AI eBook Collection | Only for Institutional Purchase | Publication Year: 2021
Description
Machine Learning for Time Series Forecasting with Python by Francesca Lazzeri is a comprehensive guide that applies machine learning principles to time series modeling, crucial for decision-making in finance, marketing, education, and healthcare. It covers fundamental concepts, data preparation, model evaluation, and neural networks, offering practical strategies and real-world examples for beginners and professionals.
Table of Contents
Chapter 1 Overview of Time Series Forecasting
Chapter 2 How to Design an End-to-End Time Series Forecasting Solution on the Cloud
Chapter 3 Time Series Data Preparation
Chapter 4 Introduction to Autoregressive and Automated Methods for Time Series Forecasting
Chapter 5 Introduction to Neural Networks for Time Series Forecasting
Chapter 6 Model Deployment for Time Series Forecasting