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AI Success Beyond Perfect Data
AI Success Beyond Perfect Data
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Description
The book offers a comprehensive roadmap for leveraging data science, automation, and generative AI. It begins with the principles of data science excellence, addressing how to extract value and insights from existing data. It then addresses automation, the deployment of ethical AI, and team leadership. Finally, it explores generative AI, such as its business potential, limitations, and how to balance LLMs with traditional AI techniques. Practical frameworks, real-world case studies, and success metrics are woven throughout the text.
By the end of this book, readers will have a clear, actionable strategy to drive measurable AI outcomes, regardless of their current data maturity. This guide empowers leaders to drive innovation and business transformation through AI.
WHAT YOU WILL LEARN¿ Learn how to implement AI without perfect data quality.¿ Discover practical frameworks to overcome organizational silos.¿ Examine the ethical implications of automation and generative AI.¿ Gain leadership insights to structure and scale data science teams.¿ Balance predictive AI with LLMs for real results.
WHO THIS BOOK IS FORThis book is for business executives and aspiring data leaders responsible for implementing data-driven strategies and AI in their organizations. It will also benefit data scientists and IT professionals aiming to bridge strategy and execution in enterprise AI adoption.
Product details
Binding:
Paperback
Number of Pages:
420
Release Date:
2025-12-06
Publication Date:
2025-12-06
Publisher:
BPB Publications
Languages:
Original:
English
ISBN10:
9365899311
ISBN13:
9789365899313
Minimum Reading Age:
18
Maximum Reading Age:
18
Weight:
1051 g
Height:
216 cm
Width:
280 cm
Thickness:
23 cm
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