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Discover how to seamlessly integrate artificial intelligence and machine learning capabilities directly into SQL workflows without requiring specialized AI expertise or complex infrastructure setup. Learn practical techniques for accessing large language models and traditional machine learning algorithms through SQL commands, enabling data professionals to enhance their existing data processes with AI-powered insights. Explore hands-on demonstrations of natural language processing, retrieval augmented generation, and various machine learning applications within the Databricks SQL environment. Master best practices for implementing common AI/ML use cases including opinion mining, sentiment analysis, and forecasting while working within familiar SQL syntax. Gain insights from Databricks engineering experts on how to scale generative AI solutions effectively and transform traditional data workflows into intelligent, AI-enhanced processes that deliver greater business value.
