AI Ecosystem - Tools, Frameworks, and Platforms for Developers

Evidently AI is a tech company specializing in AI solutions, offering both cloud-based services like Evidently Cloud and open-source projects for machine learning communities. They focus on advanced platforms and implementing ML use cases across industries, with educational resources and an active social media presence. Evidently AI provides cloud-based services (Evidently Cloud) and open-source projects to enhance machine learning processes, fostering collaboration in the community. They offer courses on MLOps and ML observability, maintain an active social media presence, and are committed to advancing ML production processes and education.

TitanML is a platform designed to simplify the deployment, management, and scaling of machine learning models. It provides tools to ensure efficient and reliable model operations in production environments.

LakeFS is an open-source data versioning system that allows users to track and manage data versions with a Git-like interface, enabling rollback operations and maintaining data integrity. Adopted by companies like AirAsia, Netflix, and Volvo Cars, it improves debugging capabilities, ensures model consistency, and facilitates compliance through continuous integration and CI for data.