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The Power of Preprocessing: Unlocking the Value of Data in Modern Technology: How Smart Data Preparation Drives Innovation, Accuracy, and Profit in the Age of AI
Who This Book is ForThis book is
Data Scientists who want to improve model accuracy and scalability.
CTOs and CIOs looking to build robust data pipelines.
AI Engineers aiming to reduce model training time.
Business Analysts struggling with data inconsistencies.
Students and Educators learning how to manage data at scale.
Whether you're working with spreadsheets or streaming petabytes of data, understanding preprocessing is now a critical skill.
What You’ll Learn in This BookThis book will guide you
The different types of preprocessing and their applications
Case studies from industry giants like Google, Netflix, and Amazon
Preprocessing in AI, ML, and Big Data environments
Tools and platforms to automate preprocessing
How to build scalable and profitable preprocessing workflows
Common mistakes and how to avoid them
By the end of this book, you’ll be equipped not just to clean data—but to turn it into a strategic asset that drives real-world impact.
59 pages, Kindle Edition
Published September 20, 2025
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