Machine Learning for Time Series Forecasting with Python® /
Learn how to apply the principles of machine learning to time series modeling with this indispensable resource. Machine Learning for Time Series Forecasting with Python is an incisive and straightforward examination of one of the most crucial elements of decision-making in finance, marketing, educat...
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| Format: | text |
| Language: | eng |
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Indianapolis, Indiana : John Wiley & Sons, Inc.,
2021
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| _version_ | 1796762734139801600 |
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| author | Lazzeri, Francesca, author 636931 |
| author_facet | Lazzeri, Francesca, author 636931 |
| author_sort | Lazzeri, Francesca, author 636931 |
| collection | OCEAN |
| description | Learn how to apply the principles of machine learning to time series modeling with this indispensable resource. Machine Learning for Time Series Forecasting with Python is an incisive and straightforward examination of one of the most crucial elements of decision-making in finance, marketing, education, and healthcare: time series modeling. Despite the centrality of time series forecasting, few business analysts are familiar with the power or utility of applying machine learning to time series modeling. Author Francesca Lazzeri, a distinguished machine learning scientist and economist, corrects that deficiency by providing readers with comprehensive and approachable explanation and treatment of the application of machine learning to time series forecasting. |
| first_indexed | 2024-03-05T16:45:14Z |
| format | text |
| id | KOHA-OAI-TEST:593255 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T16:45:14Z |
| publishDate | 2021 |
| publisher | Indianapolis, Indiana : John Wiley & Sons, Inc., |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:5932552021-11-17T06:57:11ZMachine Learning for Time Series Forecasting with Python® / Lazzeri, Francesca, author 636931 textIndianapolis, Indiana : John Wiley & Sons, Inc.,2021©2021engLearn how to apply the principles of machine learning to time series modeling with this indispensable resource. Machine Learning for Time Series Forecasting with Python is an incisive and straightforward examination of one of the most crucial elements of decision-making in finance, marketing, education, and healthcare: time series modeling. Despite the centrality of time series forecasting, few business analysts are familiar with the power or utility of applying machine learning to time series modeling. Author Francesca Lazzeri, a distinguished machine learning scientist and economist, corrects that deficiency by providing readers with comprehensive and approachable explanation and treatment of the application of machine learning to time series forecasting.Includes bibliographical references and index.Overview of Time Series Forecasting -- How to Design an End-to-End Time Series Forecasting Solution on the Cloud -- Time Series Data Preparation -- Introduction to Autoregressive and Automated Methods for Time Series Forecasting -- Introduction to Neural Networks for Time Series Forecasting -- Model Deployment for Time Series Forecasting.Learn how to apply the principles of machine learning to time series modeling with this indispensable resource. Machine Learning for Time Series Forecasting with Python is an incisive and straightforward examination of one of the most crucial elements of decision-making in finance, marketing, education, and healthcare: time series modeling. Despite the centrality of time series forecasting, few business analysts are familiar with the power or utility of applying machine learning to time series modeling. Author Francesca Lazzeri, a distinguished machine learning scientist and economist, corrects that deficiency by providing readers with comprehensive and approachable explanation and treatment of the application of machine learning to time series forecasting.PSZ_JBMachine learningPython (Computer program language)URN:ISBN:9781119682363 |
| spellingShingle | Machine learning Python (Computer program language) Lazzeri, Francesca, author 636931 Machine Learning for Time Series Forecasting with Python® / |
| title | Machine Learning for Time Series Forecasting with Python® / |
| title_full | Machine Learning for Time Series Forecasting with Python® / |
| title_fullStr | Machine Learning for Time Series Forecasting with Python® / |
| title_full_unstemmed | Machine Learning for Time Series Forecasting with Python® / |
| title_short | Machine Learning for Time Series Forecasting with Python® / |
| title_sort | machine learning for time series forecasting with python r |
| topic | Machine learning Python (Computer program language) |
| work_keys_str_mv | AT lazzerifrancescaauthor636931 machinelearningfortimeseriesforecastingwithpython |