Advanced Analytics for Business

Name: Advanced Analytics for Business
Brand: Manning Publications
SKU: 9781633438545
Price: 62.11 EUR
Availability: InStock

Autor: Luca Massaron

Jazyk:

Väzba: Brožovaná

Vydavateľ: Manning Publications

Dostupnosť: 50 % šanca

Prehľadáme celý svet

62.11 €

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

Informácie o knihe

Autor

Luca Massaron

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2024

Stránok

375

EAN

9781633438545

ISBN

1633438546

Enbook ID

46056805

Vydavateľ

Manning Publications

Hmotnosť

449

Kompletný 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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