Tamr Alternatives

MindsDB is an Open-Source Machine Learning Platform that is built for the modern-day Full-Stack Developer. Merge the capabilities of your database with popular ML frameworks to radically simplify the process of applying machine learning to applications.

Its a great tool to quickly get started with ML right on top or your current database or warehouse. It is creating a paradigm shift and on a mission to democratize ML. Their open-source community offering is not very cloud native though. It comes packed with 1 big docker container and individual components cannot be scaled separately. Something that can be improved in futures releases perhaps.

Toucan is a customer-facing analytics platform that empowers companies to drive engagement with data storytelling. With the best customizable end-user experience across any device, over 4 million Toucan stories are viewed each year. Toucan's no-code, cloud-based platform cuts development costs and time to value with a fast, seamless implementation.

Embeddinghub is an open-source vector database for machine learning embeddings. Most modern machine learning is built atop embeddings, and Embeddinghub is built from the ground up to get your ML models out of the lab and into production.

Data analytics with mix of machine learning & human experts