This guide details the integration of SQreamDB with the WEKA Data Platform, focusing on their combined capabilities for handling large-scale data analytics. SQreamDB is an SQL-based analytics platform designed to accelerate insights from petabyte-scale data, enabling users to perform complex analytics efficiently. The document outlines how SQreamDB operates on-premises or in private cloud environments, leveraging GPU acceleration for enhanced performance and reduced total cost of ownership (TCO). The WEKA Data Platform complements this by providing a high-performance data solution that eliminates the need for data copies and enhances pipeline efficiency. The partnership aims to address challenges faced by enterprises dealing with large datasets and complex queries. The document also presents performance benchmarks demonstrating the speed and efficiency of the integrated solution, emphasizing its suitability for organizations that require rapid data insights for decision-making. Additionally, it includes information on deployment options and technical consultation for prospective users.