Advanced Analytics for Business

Name: Advanced Analytics for Business
Brand: Manning Publications
SKU: 9781633438545
Price: 1447 CZK
Availability: InStock

Autor: Luca Massaron

Jazyk:

Vazba: Brožovaná

Vydavatel: Manning Publications

Dostupnost: 50 % šance

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Business runs on tabular data in databases, spreadsheets, and logs. Crunch that data using deep lear...

Informace o knize

Autor

Luca Massaron

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2024

Stránek

375

EAN

9781633438545

ISBN

1633438546

Enbook ID

46056805

Vydavatel

Manning Publications

Hmotnost

449

Kompletní popis

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.

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Advanced Analytics for Business

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