Vertex AI Courses and Certifications

Introduction to Vertex AI Embeddings: Text and Multimodal

Explore Vertex AI Embeddings API for text, image, and video use cases in Google Cloud console, gaining hands-on experience with advanced AI technologies.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Packt

Harnessing LLMs & Text-Embeddings API with Google Vertex AI

Master Google Vertex AI's LLMs and Text-Embeddings API for building intelligent applications with semantic search, classification, and RAG systems through hands-on projects and real-world use cases.

• Coursera
• 4 hours 16 minutes
• Self-Paced
• Paid Course

Build a DIY Multimodal Question Answering System with Vertex AI

Construct a multimodal Q&A system using Vertex AI to process text and images, enhancing your AI development skills with Google Cloud.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Grounding Gemini Models in Vertex AI

Learn to generate content grounded in your documents using Vertex AI's Gemini models. Explore techniques for enhancing AI outputs with custom data sources.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

MLOps with Vertex AI: Manage Features - 日本語版

Vertex AI Feature Storeを使用したMLOpsの実践的スキルを習得。本番環境でのML システムの効率的な管理と運用方法を学ぶ。

• Coursera
• 2 hours 5 minutes
• Self-Paced
• Paid Course

Discover and Catalog Vertex AI Assets with Dataplex

Catalog and discover Vertex AI assets using Dataplex to enhance data management and accessibility in Google Cloud.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Machine Learning on Google Cloud (Vertex AI) - Hands on!

507 ratings at Udemy

Learn how to build & deploy ML/DL models using GCP components AutoML, AI Platform and Vertex AI

• Udemy
• 6 hours 29 minutes
• Self-Paced
• Paid Course

Master Vertex AI: Leveraging LLMs with Text-Embeddings API

219 ratings at Udemy

Master Google Cloud Vertex AI: Harness LLMs and Text-Embeddings API to Build Advanced AI Solutions and Drive Insights

• Udemy
• 1 hour 54 minutes
• Self-Paced
• Paid Course

GCP Vertex AI | Google AI & ML | Agentic AI (ADK)| MCP | A2A

206 ratings at Udemy

A complete Vertex AI Course for Machine Learning and Gen AI solutions | Develop AI Agents with Google ADK | Gemini

• Udemy
• 1 day 12 minutes
• Self-Paced
• Paid Course

Building Agents with Google ADK and Vertex AI

Master building intelligent agents with Google ADK and Vertex AI through tool integration, state management, memory systems, API security, database interaction, and multi-agent architectures.

• Udacity
• 15 hours
• Self-Paced
• Paid Course

Build Generative AI Agents with Vertex AI and Flutter

Develop a Flutter app integrated with Gemini AI models using Vertex AI Agent Builder. Learn to create and manage AI agents for advanced generative AI applications.

• Google Skills
• 3 hours 15 minutes
• Self-Paced
• Paid Course

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation

Equips ML practitioners with tools and techniques for evaluating AI models, focusing on generative and predictive systems using Vertex AI. Covers metrics, methodologies, and strategies for reliable, accurate model performance.

• Google Skills
• 2 hours 30 minutes
• Self-Paced
• Free Online Course

Claude with Google Cloud's Vertex AI

Explore using Claude models on Vertex AI, covering API features, prompt evaluation, RAG systems, tool use, MCP, and agent architectures for building production AI applications.

• Anthropic Academy
• Self-Paced
• Free Certificate

Google Cloud Tech

Introduction to Generative AI Studio - Prototyping and Customizing Models on Vertex AI

Prototype and customize generative AI models using Vertex AI's Generative AI Studio. Learn about language, vision, speech, prompt design, and model tuning.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Google Cloud Tech

Building Generative AI Agents with Vertex AI Agent Builder and Flutter

Supercharge generative AI development with Vertex AI and Flutter. Integrate pre-built components, accelerate prototyping, and deploy production-grade AI agents in your apps seamlessly.

• YouTube
• 40 minutes
• Self-Paced
• Free Video