{"repo":"statmike/vertex-ai-mlops","free":true,"listed":false,"github":"https://github.com/statmike/vertex-ai-mlops","clone":"git clone https://github.com/statmike/vertex-ai-mlops.git","description":"Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations","language":"Jupyter Notebook","stars":710,"topics":["machine-learning","deep-learning","gcp","gcp-vertex-ai","mlops","mlops-workflow","mlops-template"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"View on GitHub Share On: Connect With Author On: Download File (right-click and \"Save As\") --- MLOps on GCP Google Cloud's AI platform has evolved through several names — Cloud ML Engine , then AI Platform , then Vertex AI , and as of April 2026, Gemini Enterprise Agent Platform . Each renaming reflects an expansion in scope: from custom model training, to a unified ML platform with AutoML and managed notebooks, to the current vision that brings together model building, agent development, orchestration, and governance in a single platform. This repository has tracked that evolution, and its recent content — AI agents with ADK, agent deployment on Agent Engine (formerly Vertex AI Agent Builder), and agentic workflows — reflects exactly where the platform is heading. While the AI platform is the anchor, this repository reaches across the broader Google Cloud ecosystem. You'll find workflows that integrate BigQuery and BigQuery ML for in-database analytics and AI functions, Dataflow (Apache Beam) and Dataproc (Managed Apache Spark) for batch and streaming inference, Cloud Composer (Airflow) for orchestration, and Cloud Run and GKE for model serving. Database services — Spanner, AlloyDB, Cloud SQL, Memorystore, Firestore, and Bigtable — appear throughout as feature stores, vector search backends, and SQL-based inference endpoints. The goal is to show how these services work together in real ML and AI workflows, not just in isolation. A comprehensive collection of 470+ interactive","default_branch":null,"files":null,"tree":[],"storefront":"/r/statmike","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/statmike/vertex-ai-mlops/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}