GCP Machine Learning Engineer Course (Beginner to Advanced, 2025 Edition)
Introduction to Machine Learning on Vertex AI
A practical overview of Vertex AI from Google Cloud Tech, explaining what Vertex AI is and how it can be used for real ML tasks including model creation, training, and deployment—with practical walkthroughs.
Duration: 3 Minutes
Channel: Google Cloud Tech
Course Playlist
-
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