Modern Time Series Forecasting with Python: Industry-ready machine learning and deep learning time series analysis with PyTorch and pandas Paperback – 31 Oct. 2024
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Modern Time Series Forecasting with Python: Industry-ready machine learning and deep learning time series analysis with PyTorch and pandas Paperback – 31 Oct. 2024
This practical, hands-on guide empowers you to build and deploy powerful time series forecasting models.
Modern Time Series Forecasting with Python: Industry-ready machine learning and deep learning time series analysis with PyTorch and pandas Paperback – 31 Oct. 2024
Artikelnr.: 104729386

Modern Time Series Forecasting with Python: Industry-ready machine learning and deep learning time series analysis with PyTorch and pandas Paperback

Artikelnr.: 104729386

ANG 141

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This practical, hands-on guide empowers you to build and deploy powerful time series forecasting models.
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Wat opvalt

Comprehensive Coverage
This book offers an in-depth exploration of time series forecasting techniques, integrating both machine learning and deep learning approaches using PyTorch and pandas, catering to industry needs.
Hands-On Approach
Readers engage in practical, hands-on projects to solidify concepts, ensuring skills are directly applicable in real-world scenarios, making it invaluable for professionals looking to enhance their forecasting prowess.
Future-Proof Skills
By focusing on modern tools and methodologies in time series analysis, the book equips readers with relevant skills necessary for evolving industry demands, thereby enhancing their career prospects in data science.

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Artikelgewicht1.2 lbs (540 grams)

Voor wie is dit geschikt?

Suitable For
  • Data Scientists

    Ideal for data scientists looking to enhance their skills in time series analysis with advanced machine learning techniques.

  • Machine Learning Engineers

    Perfect for professionals seeking to apply deep learning methodologies to time series forecasting projects in various industries.

  • Students and Learners

    Beneficial for students studying data science who want practical knowledge of time series analysis using Python, PyTorch, and pandas.

Not Suitable For
  • Beginners

    Not suitable for complete beginners, as prior knowledge of Python and basic statistics is typically needed to grasp concepts.

PRODUCTBESCHRIJVING

Modern Time Series Forecasting with Python: Industry-ready machine learning and deep learning time series analysis with PyTorch and pandas Paperback – 31 Oct. 2024

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  • vraag: What prior knowledge is needed to use this book?

    antwoord: A basic understanding of statistics and Python programming is recommended.
  • vraag: Is this book suitable for beginners?

    antwoord: Yes, it starts with fundamental concepts before progressing to advanced topics.
  • vraag: Can I use this book for practical applications in my job?

    antwoord: Absolutely, it provides industry-ready techniques and strategies for real-world forecasting problems.

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Kenmerken en voordelen

  • Learn traditional and advanced techniques for time series forecasting.
  • Hands-on practical examples to improve forecasting accuracy.
  • Includes free eBook with print or Kindle purchase.
  • Covers deep learning models including RNNs and transformers.
  • Ideal for professionals and students in various industries.
  • New edition features enhancements in transformer architectures and probabilistic forecasting.

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