SQL Server 2017 provides flexibility to deploy on Linux, Windows, and Docker containers. It features advanced machine learning with R and Python, graph query support to analyze complex relationships, and adaptive query processing for optimized performance. Security is also improved with features like Always Encrypted and Dynamic Data Masking.