Opening book details…
Can I read Machine learning for time series forecasting with Python® on EtoBox?
Machine learning for time series forecasting with Python® by Francesca Lazzeri is a mathematics available to read on EtoBox.
What is Machine learning for time series forecasting with Python® about?
One of the most important elements of today’s decision-making world, in both the public and the private sectors, is the forecasting of macroeconomic and financial variables. This applies to many industries including finance, education, and health care to name just a few. However, not many business analysts or developers people know how to use machine learning approach and technologies to build successful forecast applications. This book provides a practical introductory guide to time series forecasting with machine learning and Python for those hands-on readers. Readers new to time series forecasting will be able to understand and deal better with: Time series forecasting concepts, such as horizon, frequency trend and seasonality. Evaluation of the time series forecasting models performance and accuracy. Understanding when to use neural networks instead of traditional time series models in time series forecasting. The...
Who reads Machine learning for time series forecasting with Python®?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Francesca Lazzeri
- Publisher
- Wiley & Sons, Incorporated, John
- Published
- 2020
- Language
- EN
- ISBN
- 9781119682387
- Category
- mathematics
- Subjects
- Mathematics, Science, Computer Science
- Rating
- 3.9 / 5 (48 ratings)
- Updated
- 2026-03-14
Other editions & translations
More by Francesca Lazzeri
Browse all works by Francesca Lazzeri
Similar books
- Modern Time Series Forecasting with Python: Industry-Ready Machine Learning and Deep Learning Time Series Analysis with PyTorch and Pandas — MANU. TACKES JOSEPH (JEFFREY.) (2024)
- Time Series Forecasting in Python — Marco Peixeiro (2022)
- Machine Learning for Financial Risk Management with Python — Abdullah Karasan (2022)
- Applied Time Series Analysis and Forecasting with Python (Statistics and Computing) — Alla Petukhina Changquan Huang (2022)
- Python Machine Learning for Beginners : Learn Machine Learning From Scratch with Python — AI Sciences OU (2021)
- Time Series Forecasting with Python and XGBoost: Forecasting with Supervised Machine Learning Methods — Radečić, Dario