Business Software for DataHub

Enable your offline data to support real-time predictions seamlessly without the need for custom pipelines. Maintain data consistency between offline training and online inference to avoid discrepancies in results. Streamline data engineering processes within a unified framework for better efficiency. Teams can leverage Feast as the cornerstone of their internal machine learning platforms. Feast eliminates the necessity for dedicated infrastructure management, instead opting to utilize existing resources while provisioning new ones when necessary. If you prefer not to use a managed solution, you are prepared to handle your own Feast implementation and maintenance. Your engineering team is equipped to support both the deployment and management of Feast effectively. You aim to create pipelines that convert raw data into features within a different system and seek to integrate with that system. With specific needs in mind, you want to expand functionalities based on an open-source foundation. Additionally, this approach not only enhances your data processing capabilities but also allows for greater flexibility and customization tailored to your unique business requirements.

MariaDB Platform is an enterprise-level open-source database solution. It supports transactional, analytical, and hybrid workloads, as well as relational and JSON data models. It can scale from standalone databases to data warehouses to fully distributed SQL, which can execute millions of transactions per second and perform interactive, ad-hoc analytics on billions upon billions of rows. MariaDB can be deployed on prem-on commodity hardware. It is also available on all major public cloud providers and MariaDB SkySQL, a fully managed cloud database. MariaDB.com provides more information.

Avoid making assumptions about the costs brands incur for sponsorships; instead, access concrete data through market comparisons, similar to how one would approach the real estate sector. Our innovative tool integrates seamlessly with our valuation service, offering a comprehensive overview of actual sponsorship agreements for comparable properties in your market, encompassing sports, music, and venue-naming rights. This allows for precise comparisons across different sectors. Whether you are a service provider, a leading sponsor, or a title partner, we provide essential data to enhance your sponsorship negotiations. Leverage existing comparable deals to strengthen your negotiation strategy. Elevent boasts an extensive and anonymized database containing thousands of authentic sponsorship agreements, enabling users to establish a reliable pricing framework for sponsorship contracts across North America. This means you can make informed decisions based on real market dynamics, ensuring you're equipped for successful negotiations.

Airflow is a community-driven platform designed for the programmatic creation, scheduling, and monitoring of workflows. With its modular architecture, Airflow employs a message queue to manage an unlimited number of workers, making it highly scalable. The system is capable of handling complex operations through its ability to define pipelines using Python, facilitating dynamic pipeline generation. This flexibility enables developers to write code that can create pipelines on the fly. Users can easily create custom operators and expand existing libraries, tailoring the abstraction level to meet their specific needs. The pipelines in Airflow are both concise and clear, with built-in parametrization supported by the robust Jinja templating engine. Eliminate the need for complex command-line operations or obscure XML configurations! Instead, leverage standard Python functionalities to construct workflows, incorporating date-time formats for scheduling and utilizing loops for the dynamic generation of tasks. This approach ensures that you retain complete freedom and adaptability when designing your workflows, allowing you to efficiently respond to changing requirements. Additionally, Airflow's user-friendly interface empowers teams to collaboratively refine and optimize their workflow processes.