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Machine learning startup Tecton has entered into a strategic partnership with Google Cloud to make its Tecton Feature Platform available to Google Cloud users. The platform automates the process of collecting, preparing, managing, and updating high-quality data required for training machine learning models. It ensures that the models have access to real-time predictive and generative AI applications. Tectons partnership with Google Cloud will help solution providers speed up the development of machine learning models while keeping costs under control.

Tecton was founded in 2019 by the developers behind Ubers Michelangelo machine learning platform. The company has raised $160 million through multiple funding rounds. Its platform is used for various applications, such as pricing, customer scoring, recommendation engines, automated loan processing, and fraud detection systems. These applications involve making complex decisions at scale and with high reliability. Tectons platform automates the process of creating machine learning features that power these models.

Google Cloud offers its Vertex AI system for training and deploying machine learning models and customizing large language models. Its data processing infrastructure services like DataProc and BigQuery are also commonly used in machine learning projects. The Tecton platform serves as a connective fabric, integrating these systems to build production-ready ML features. It automates the entire ML feature lifecycle, from definition and data transformation to online serving and operational monitoring.

Using the Tecton platform helps developers build better machine learning models by leveraging high-quality data. By automating data transformation and management, ML systems can be deployed into production faster. The platform also provides enterprise management and collaboration features that are often missing in ML initiatives.

Solution providers and strategic service providers performing AI and machine learning development work can use the Tecton-Google Cloud combination to work more efficiently. This partnership offers advanced machine learning feature engineering capabilities and accelerates the building of machine learning applications. It provides solution providers with another option to help their customers succeed in their ML initiatives.

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Tecton Partners with Google Cloud to Accelerate Machine Learning ... - Fagen wasanni