Foundations of AI Solutions with SQL Server

Unlock the potential of your data by infusing artificial intelligence directly into your database operations. The demand for intelligent applications is growing, and modern SQL Server offers powerful capabilities to meet this need. By the end of this course, you will understand how to design, implement, and manage basic AI-powered features directly within your SQL Server environment, transforming raw data into actionable insights. What you'll learn: * Understand core AI concepts and their relevance to relational databases * Learn to prepare and transform data for machine learning within SQL Server * Build and integrate basic machine learning models using SQL Server's in-database capabilities * Apply SQL Server features for intelligent data processing and predictive analytics * Practice writing efficient T-SQL queries for AI-driven data manipulation * Explore fundamental principles of data security and performance for AI workloads in SQL Server * Grasp the basics of vector embeddings and similarity search for enhanced data retrieval The course begins with foundational AI concepts and database integration, progressing through data preparation, model building, and application of AI functionalities, culminating in practical examples. This course is designed for database professionals, developers, and data enthusiasts who are new to integrating AI with SQL Server and have no prior experience with machine learning in a database context. No prerequisites are required. Start your journey to building intelligent data solutions with SQL Server today.