Ali, Nooruddin

Predictive Analytics for the Modern Enterprise: A Practitioner's Guide to Designing and Implementing Solutions

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ISBN 13:
9781098136864
author:
Ali, Nooruddin
format:
Paperback
publisher:
O'Reilly Media
language:
English
Publication Year:
2023
Pages:
250
Dimensions:
23.3 x 17.8 x 1.9 centimetres (0
Genre:
Computers, Programming, Python,
Condition:
New
Availability:
Item usually sent within 10 working days
£42.67

Description

Predictive Analytics for the Modern Enterprise: A Practical Guide to Designing and Implementing Solutions The growing demand for predictive analytics is driven by the increasing use of automation, data-driven decision-making, and IoT devices across industries. As a result, this operational necessity has become essential for forward-thinking companies. This book provides the necessary background, tools, and best practices to help you design, implement, and operationalize predictive analytics on-premises or in the cloud. You'll learn how to apply mathematical tools commonly used in predictive analytics, develop frameworks for predictive analytics applications, and appreciate its role in machine learning processes. The book also explores industry implementations of predictive analytics and provides guidance on building, training, and retraining predictive models using Python and TensorFlow. By reading this book, you'll gain a deeper understanding of how to align your work with your company's business activities and make data-driven decisions that drive results.

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