Technology
Google Cloud Vertex AI
Vertex AI is Google Cloud's unified platform for building, deploying, and scaling machine learning models, including generative AI and MLOps tools.
Vertex AI delivers a fully-managed, end-to-end platform for the entire ML lifecycle: data preparation through production deployment. It unifies data science and ML engineering workflows, cutting complexity by up to 80% (compared to piecing together separate services). Developers access a Model Garden with 200+ foundation models, including the powerful Gemini family, for generative AI applications. The platform integrates purpose-built MLOps tools (Vertex AI Pipelines, Model Registry, Feature Store) to automate, standardize, and govern models at enterprise scale, supporting both no-code AutoML and advanced custom training.
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