Machine learning for business : using Amazon SageMaker and Jupyter

Machine learning for business using Amazon SageMaker and Jupyter

Machine Learning for Business teaches business-oriented machine learning techniques you can do yourself. Concentrating on practical topics like customer retention, forecasting, and back office processes, you’ll work through six projects that help you form an ML-for-business mindset. To guarantee you...

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Detalles Bibliográficos
Otros Autores: Hudgeon, Doug, author (author), Nichol, Richard, author
Formato: Libro electrónico
Idioma:Inglés
Publicado: Shelter Island, New York : Manning Publications [2020]
Edición:1st edition
Materias:
Machine learning.
Artificial intelligence > Industrial applications.
Business enterprises > Technological innovations.
Industrial productivity > Automation.
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009631163306719
Tabla de Contenidos:
  • Part 1. Machine learning for business. How machine learning applies to your business
  • Part 2. Six scenarios: machine learning for business. Should you send a purchase order to a technical approver?
  • Should you call a customer because they are at risk of churning?
  • Should an incident be escalated to your support team?
  • Should you question an invoice sent by a supplier?
  • Forecasting your company's monthly power usage
  • Improving your company's monthly power usage forecast
  • Part 3. Moving machine learning into production. Serving predictions over the web
  • Case studies.

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