Vertex AI Courses and Certifications

Google Cloud Machine Learning - Vertex AI

769 ratings at Udemy

Learn How to Apply Google Cloud Vertex AI Machine Learning Products for your own ML Application Training & Prediction

• Udemy
• 8 hours 31 minutes
• On-Demand
• Paid Course

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

470 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
• On-Demand
• Paid Course

LLMs with Google Cloud and Python

341 ratings at Udemy

Learn to use Google Cloud's latest LLM models in Google Cloud Platform and with Python!

• Udemy
• 4 hours 52 minutes
• On-Demand
• Paid Course

Fractal Analytics

Introduction to Vertex AI

Explore Vertex AI's interface, components, and applications for AI/ML solutions. Gain insights into foundational models and MLOps to enhance your machine learning projects.

• Coursera
• 4 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Real-world End to End Machine Learning Ops on Google Cloud

143 ratings at Udemy

From Model Development to Deployment: Streamlining Machine Learning Workflows on Google Cloud

• Udemy
• 6 hours 3 minutes
• On-Demand
• Paid Course

Machine Learning on Google Cloud with AutoML and VertexAI

62 ratings at Udemy

Discover how to use AutoML on Google Cloud with Vertex AI

• Udemy
• 4 hours 13 minutes
• On-Demand
• Paid Course

Master Vertex AI: Leveraging LLMs with Text-Embeddings API

12 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
• On-Demand
• Paid Course

Coursera Instructor Network

Evaluating Large Language Model Outputs: A Practical Guide

Explore foundational and advanced techniques for evaluating Large Language Models, including Vertex AI tools, to optimize AI applications and prepare for future trends in generative AI assessment.

• Coursera
• 2 hours 4 minutes
• On-Demand
• 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
• On-Demand
• Free Online Course (Audit)

Machine Learning Operations with Vertex AI: Model Evaluation

Gain insights into machine learning model evaluation using Vertex AI, covering metrics, methodologies, and best practices for both generative and predictive AI models.

• Coursera
• 1 hour 47 minutes
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Paid Course

Build and Deploy an Agent with Reasoning Engine in Vertex AI

Develop and implement an AI agent with reasoning capabilities using Vertex AI SDK for Python in Google Cloud.

• Coursera
• 1 hour
• On-Demand
• 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
• On-Demand
• Paid Course

Getting Started with Vertex AI Gemini 1.5 Flash

Explore Generative AI on Google Cloud with hands-on experience using Vertex AI Gemini 1.5 Flash in this introductory lab.

• Coursera
• 1 hour 30 minutes
• On-Demand
• 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
• On-Demand
• Paid Course