GCP Machine Learning Engineer Course (Beginner to Advanced, 2025 Edition)
How to Build Vertex AI RAG Agent (Search + Vector Search)
Step-by-step tutorial to build a practical RAG agent using Vertex AI Vector Search and Search as retrieval backend.
Duration: 33 Minutes
Channel: YouTube Tutorial Channel (Practical)
Course Playlist
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Project 1: Setting Up GCP Project & Service Account5 Minutes -
Project 2A: Build ML Pipeline on Vertex AI with Kubeflow23 Minutes -
Project 2B: Run & Monitor ML Pipeline on Vertex AI11 Minutes -
Project 3: RAG-Powered Intelligent Search Assistant4 Minutes -
Project 4: Agentic AI Workflow with Gemini & Vertex AI11 Minutes