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Sinopsis
Business runs on tabular data in databases, spreadsheets, and logs. Crunch that data using deep learning, gradient boosting, and other machine learning techniques.
Every organization in the world stores data in tables. Advanced Analytics for Business reveals practical techniques for applying machine learning techniques like deep learning and gradient boosting to your company's rows and columns.
Inside Advanced Analytics for Business you'll learn how to:
- Pick the right machine learning approach for your data
- Apply deep learning to tabular data
- Deploy tabular machine learning locally and in the cloud
- Pipelines to automatically train and maintain a model
This book collects best practices, hard-won tips and tricks, and hands-on techniques for making sense of tabular data using advanced machine learning techniques. Inside, you'll discover how to use XGBoost and LightGBM on tabular data, optimize deep learning libraries like TensorFlow and PyTorch for tabular data, and use cloud tools like Vertex AI to create an automated MLOps pipeline.
"Sinopsis" puede pertenecer a otra edición de este libro.
Acerca del autor
Mark Ryan is a technical writing manager at Google. He studied computer science at the University of Waterloo and at the University of Toronto. In addition to a keen interest in deep learning with tabular data, Mark is interested in applications of large language models.
Luca Massaron is a data scientist with more than a decade of experience in transforming data into smarter artifacts, solving real-world problems, and generating value for businesses and stakeholders. He is the author of bestselling books on AI, machine learning, and algorithms.
De la contraportada
From the back cover:
Advanced Analytics for Business teaches you to train insightful machine learning models on common tabular data such as spreadsheets, databases, and logs. It covers classic machine learning techniques like gradient boosting and more contemporary deep learning approaches. You'll find practical examples for every stage of the machine learning pipeline, such as using XGBoost and Keras to predict the prices of Airbnb listings in New York City and deploying a machine learning model on your local system with Flask. By the time you're finished, you'll be equipped with the skills to apply machine learning to the kinds of data you work with every day.
About the reader:
For readers experienced with Python and the basics of machine learning."Sobre este título" puede pertenecer a otra edición de este libro.
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Machine Learning for Tabular Data
Librería: PBShop.store UK, Fairford, GLOS, Reino Unido
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Machine Learning for Tabular Data
Librería: PBShop.store US, Wood Dale, IL, Estados Unidos de America
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HRD. Condición: New. New Book. Shipped from UK. Established seller since 2000. Nº de ref. del artículo: PB-9781633438545
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Machine Learning for Tabular Data : XGBoost, Deep Learning, and AI
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Condición: New. Nº de ref. del artículo: 47907396-n
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Machine Learning for Tabular Data : XGBoost, Deep Learning, and AI
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Machine Learning for Tabular Data
Publicado por
Manning Publications, US, 2025
ISBN 10: 1633438546
ISBN 13: 9781633438545
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Librería: Rarewaves.com UK, London, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Hardback. Condición: New. Business runs on tabular data in databases, spreadsheets, and logs. Crunch that data using deep learning, gradient boosting, and other machine learning techniques.Every organization in the world stores data in tables. Advanced Analytics for Business reveals practical techniques for applying machine learning techniques like deep learning and gradient boosting to your company's rows and columns.Inside Advanced Analytics for Business you'll learn how to: Pick the right machine learning approach for your dataApply deep learning to tabular dataDeploy tabular machine learning locally and in the cloudPipelines to automatically train and maintain a model This book collects best practices, hard-won tips and tricks, and hands-on techniques for making sense of tabular data using advanced machine learning techniques. Inside, you'll discover how to use XGBoost and LightGBM on tabular data, optimize deep learning libraries like TensorFlow and PyTorch for tabular data, and use cloud tools like Vertex AI to create an automated MLOps pipeline. Nº de ref. del artículo: LU-9781633438545
Cantidad disponible: 1 disponibles
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Machine Learning for Tabular Data : XGBoost, Deep Learning, and AI
Librería: GreatBookPricesUK, Woodford Green, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: 47907396-n
Cantidad disponible: 13 disponibles
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Machine Learning for Tabular Data
Publicado por
Manning Publications, US, 2025
ISBN 10: 1633438546
ISBN 13: 9781633438545
Nuevo
Tapa dura
Librería: Rarewaves USA, OSWEGO, IL, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Hardback. Condición: New. Business runs on tabular data in databases, spreadsheets, and logs. Crunch that data using deep learning, gradient boosting, and other machine learning techniques.Every organization in the world stores data in tables. Advanced Analytics for Business reveals practical techniques for applying machine learning techniques like deep learning and gradient boosting to your company's rows and columns.Inside Advanced Analytics for Business you'll learn how to: Pick the right machine learning approach for your dataApply deep learning to tabular dataDeploy tabular machine learning locally and in the cloudPipelines to automatically train and maintain a model This book collects best practices, hard-won tips and tricks, and hands-on techniques for making sense of tabular data using advanced machine learning techniques. Inside, you'll discover how to use XGBoost and LightGBM on tabular data, optimize deep learning libraries like TensorFlow and PyTorch for tabular data, and use cloud tools like Vertex AI to create an automated MLOps pipeline. Nº de ref. del artículo: LU-9781633438545
Cantidad disponible: 10 disponibles
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Machine Learning for Tabular Data: XGBoost, Deep Learning, and AI
Librería: California Books, Miami, FL, Estados Unidos de America
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Machine Learning for Tabular Data: Xgboost, Deep Learning, and AI (Paperback or Softback)
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Manning Publications 3/25/2025, 2025
ISBN 10: 1633438546
ISBN 13: 9781633438545
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Paperback or Softback. Condición: New. Machine Learning for Tabular Data: Xgboost, Deep Learning, and AI 1.87. Book. Nº de ref. del artículo: BBS-9781633438545
Cantidad disponible: 5 disponibles
Imagen del vendedor
Machine Learning for Tabular Data
Publicado por
Manning Publications, US, 2025
ISBN 10: 1633438546
ISBN 13: 9781633438545
Nuevo
Tapa dura
Librería: Rarewaves USA United, OSWEGO, IL, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Hardback. Condición: New. Business runs on tabular data in databases, spreadsheets, and logs. Crunch that data using deep learning, gradient boosting, and other machine learning techniques.Every organization in the world stores data in tables. Advanced Analytics for Business reveals practical techniques for applying machine learning techniques like deep learning and gradient boosting to your company's rows and columns.Inside Advanced Analytics for Business you'll learn how to: Pick the right machine learning approach for your dataApply deep learning to tabular dataDeploy tabular machine learning locally and in the cloudPipelines to automatically train and maintain a model This book collects best practices, hard-won tips and tricks, and hands-on techniques for making sense of tabular data using advanced machine learning techniques. Inside, you'll discover how to use XGBoost and LightGBM on tabular data, optimize deep learning libraries like TensorFlow and PyTorch for tabular data, and use cloud tools like Vertex AI to create an automated MLOps pipeline. Nº de ref. del artículo: LU-9781633438545
Cantidad disponible: 10 disponibles