Training Oracle ERP Data for Machine Learning | Enterprise Data Intelligence | AGPH Books
by Ghouse Batlapadu, Murali Voora
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Book Title: Training Oracle ERP Data for Machine Learning | Enterprise Data Intelligence | AGPH Books
Training Oracle ERP Data for Machine Learning explores the transformative intersection of enterprise resource planning and artificial intelligence, demonstrating how organisational data can be converted into intelligent systems that support informed decision making, automation, and innovation. As enterprises increasingly adopt data-driven strategies, Oracle ERP platforms generate vast volumes of structured business information that can serve as a powerful foundation for machine learning applications. This book provides a comprehensive journey from the fundamentals of ERP systems and Oracle Fusion architecture to the practical processes of extracting, preparing, and engineering enterprise data for machine learning models. It explains essential machine learning concepts in an accessible manner while highlighting their application across finance, supply chain management, human resources, and other core business functions. Readers are guided through the design of training pipelines, development of predictive models, and deployment of AI solutions within Oracle Cloud environments. The book also examines intelligent automation through AI agents, enterprise governance requirements, data privacy considerations, model auditing practices, and emerging trends shaping the autonomous enterprise. By combining technical knowledge, business context, and real-world applications, Training Oracle ERP Data for Machine Learning serves as a valuable resource for students, researchers, ERP professionals, data practitioners, and organisational leaders seeking to harness the full potential of enterprise data and artificial intelligence.
About The Publisher:
AGPH Books is a professional self-book publishing house based in Central India, specializing in academic, professional, fiction, and non-fiction books in print, digital, and audio formats. The publishing house produces textbooks, research and reference works, biographies, self-help titles, children's books, literary fiction, poetry, and general interest publications. With a transparent publishing process and strong digital distribution, AGPH Books ensures global availability through Google Books, Amazon, Flipkart, and its official website store, supporting authors and institutions in reaching a wide and diverse readership.
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About the Author
Ghouse Batlapadu is the Go-to-Market Leader for the Oracle Practice at HCL Technologies, based in California, where he leads strategic growth initiatives and manages a diverse portfolio of enterprise clients across high tech, retail, life sciences, and healthcare sectors in the Americas. He specializes in guiding organizations through complex digital transformations by modernizing core business platforms and leveraging cloud and AI-driven solutions. Ghouse has played a key role in expanding Oracle ERP solutions, helping enterprises transition from legacy systems such as Oracle E-Business Suite, PeopleSoft, and JD Edwards to advanced Oracle ERP Cloud platforms. His approach focuses on balancing innovation, risk, and long-term value while enabling operational efficiency and resilience. With prior leadership roles at Cognizant, Deloitte, and Tata Consultancy Services, he brings deep expertise in enterprise transformation. An alumnus of Harvard Business School, Ghouse is also an author and inventor with international patents. He has been recognized among the Top 25 Technology Consultants and Leaders and as a Marquis Who’s Who listee for excellence in technology.
Murali Voora is a seasoned Finance and ERP Transformation Executive with over 20 years of experience in driving enterprise modernization through advanced financial systems and large-scale ERP implementations. Widely recognized for his expertise in enterprise resource planning, he has successfully designed, implemented, and optimized ERP ecosystems across multiple industries, particularly within the technology sector. Throughout his career, Murali has led high-impact, cross-functional teams at Fortune 500 companies, including Broadcom and Cloud Software Group, delivering transformative ERP initiatives with significant financial outcomes. His expertise covers the entire ERP lifecycle, including strategy development, system selection, customization, deployment, post-implementation support, and change management. He has also played a key role in complex, large-scale integrations involving multi-billion-dollar acquisitions such as Avago Technologies, Brocade, CA Technologies, and Symantec. In addition to his professional achievements, Murali is dedicated to mentoring future leaders and advancing ERP best practices. He holds an MBA and ACA (Chartered Accountant) credentials, combining financial expertise with strong leadership in enterprise transformation.
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