IBM Watson Analytics: Transforming Big Data with Cloud-Based AI
Introduction In today’s data-driven world, organizations face the challenge of processing vast amounts of structured and unstructured data to derive meaningful insights. IBM Watson Analytics, a cloud-based AI platform, has emerged as a powerful tool to address this challenge. By combining advanced artificial intelligence (AI), machine learning (ML), and natural language processing (NLP), Watson Analytics enables businesses to transform raw data into actionable intelligence. This chapter explores how IBM Watson Analytics leverages cloud technology to revolutionize big data analytics, its key components, real-world applications, and the challenges and future trends of its adoption. The Evolution of IBM Watson Analytics IBM Watson began as a groundbreaking AI system, famously defeating human champions in the Jeopardy! challenge in 2011. Using its DeepQA architecture, Watson demonstrated its ability to process natural language and provide accurate answers in real time. Since then...