Modern Time Series Forecasting with Python: Industry-Ready Machine Learning and Deep Learning Time Series Analysis with PyTorch and Pandas

Modern Time Series Forecasting with Python: Industry-Ready Machine Learning and Deep Learning Time Series Analysis with PyTorch and Pandas

Manu Joseph , Jeffrey Tackes
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Oct 31, 2024 · Englisch · Taschenbuch (658 Seiten)
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Buchdetails

Format Taschenbuch
Seiten 658
Sprache Englisch
Veröffentlicht Oct 31, 2024
Verlag Packt Publishing
ISBN-10 1835883184
ISBN-13 9781835883181

Beschreibung

This book offers a comprehensive guide to mastering time series forecasting using cutting-edge techniques in Python. Authors Manu Joseph and Jeffrey Tackes delve into the world of machine learning and deep learning, providing readers with the tools necessary for effective analysis and prediction.

With clear explanations and practical examples, the text covers a range of topics that are essential for building industry-ready models. The integration of PyTorch and pandas facilitates the implementation of advanced algorithms, making it accessible for those looking to harness the power of data in real-world applications.

Readers will find valuable insights into the nuances of time series data and how to tackle common challenges. The authors' expertise ensures that both beginners and seasoned practitioners can enhance their skills and create robust forecasting solutions that meet industry standards.

Genres

Wissenschaft & Technologie Wirtschaft & Finanzen
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