Ali N Predictive Analytics for the Modern Enterprise 2024
General:
Name: Ali N Predictive Analytics for the Modern Enterprise 2024
Format: pdf
Size: 13.15 MB
Book:
Title: Predictive Analytics for the Modern Enterprise (for True Epub)
Author: Nooruddin Abbas Ali
Language: angielski
Year: 2024
Subjects: Computers, Database Management, Databases – General & Miscellaneous
Publisher: O’Reilly Media, Incorporated
ISBN: 9781098136826
Total pages: 619
Description:
The surging predictive analytics market is expected to grow from $10.5 billion today to $28 billion by 2026. With the rise in automation across industries, the increase in data-driven decision-making, and the proliferation of IoT devices, predictive analytics has become an operational necessity in today’s forward-thinking companies.
If you’re a data professional, you need to be aligned with your company’s business activities more than ever before. This practical book provides the background, tools, and best practices necessary to help you design, implement, and operationalize predictive analytics on-premises or in the cloud.
- Explore ways that predictive analytics can provide direct input back to your business
- Understand mathematical tools commonly used in predictive analytics
- Learn the development frameworks used in predictive analytics applications
- Appreciate the role of predictive analytics in the machine learning process
- Examine industry implementations of predictive analytics
- Build, train, and retrain predictive models using Python and TensorFlow
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