Vertex AI Courses and Certifications

Fractal Analytics

Introduction to Vertex AI

Welcome to "Introduction to Vertex AI"! In this concise yet impactful microlearning course spanning around 4 hours, we're diving into the world of Vertex AI to equip you with fundamental insights and practical skills. We'll unravel the essentials of V…

• Coursera
• 3 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

MLOps with Vertex AI: Manage Features - 日本語版

このコースでは、Google Cloud 上で本番環境の ML システムをデプロイ、評価、モニタリング、運用するための MLOps ツールとベスト プラクティスについて説明します。MLOps は、本番環境 ML システムのデプロイ、テスト、モニタリング、自動化に重点を置いた規範です。 受講者は、SDK レイヤで Vertex AI Feature Store のストリーミング取り込みを使用する実践的な演習を受けられます。

• Coursera
• 2 hours 5 minutes
• On-Demand
• Free Online Course (Audit)

Build a Knowledge Based System with Vertex AI Vector Search, LangChain and Gemini

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you use Vertex AI Vector Search to index documents and create a knowledge base. The knowledge base is utilized to retrieve relevant search results to supply with a query…

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

How Google Does Machine Learning - Locales

Learn how Google implements machine learning on Google Cloud, uses Vertex AI for model building, and addresses biases in machine learning. Offered by Google.

• Google Cloud Skills Boost
• 8 hours
• On-Demand
• Paid Course

Machine Learning in the Enterprise - Locales

Learn practical ML workflows, data management, custom training, and model monitoring with Google's tools in this non-English course. Build a custom ML model and improve performance using Vertex Vizier.

• Google Cloud Skills Boost
• 16 hours
• On-Demand
• Paid Course

How Google Does Machine Learning

Explore machine learning (ML) with Google's online course. Learn ML problem-solving, implementation best practices, and how to use Vertex AI. Understand biases in ML and responsible AI development.

• Google Cloud Skills Boost
• 1 day
• On-Demand
• Paid Course

MLOps Fundamentals - Locales

Learn MLOps tools and best practices for deploying, monitoring, and operating ML systems on Google Cloud. Offered by Google, this course is designed for non-English learners.

• Google Cloud Skills Boost
• 1 hour
• On-Demand
• Paid Course

Machine Learning Operations (MLOps): Getting Started

Learn to deploy, monitor, and automate ML systems on Google Cloud using MLOps tools and best practices with Google's online course.

• Google Cloud Skills Boost
• 8 hours
• On-Demand
• Paid Course

Machine Learning in the Enterprise

Explore real-world machine learning workflows with Google's online course. Learn data management, governance tools, custom training, and hyperparameter tuning using Vertex AI.

• Google Cloud Skills Boost
• 1 day 8 hours
• On-Demand
• Paid Course

Introduction to Vertex Forecasting and Time Series in Practice

This course is an introduction to building forecasting solutions with Google Cloud.

• Pluralsight
• 3 hours 2 minutes
• On-Demand
• Free Trial Available

Advanced ML: ML Infrastructure

Machine Learning is one of the most innovative fields in technology, and the Google Cloud Platform has been instrumental in furthering its development. With a host of APIs, GCP has a tool for just about any machine learning job. In this advanced-level qu…

• Google Cloud Skills Boost
• 6 hours 15 minutes
• On-Demand
• Paid Course

Vector Search and Embeddings

This course introduces Vertex AI Vector Search and describes how it can be used to build a search application with large language model (LLM) APIs for embeddings. The course consists of conceptual lessons on vector search and text embeddings, practical d…

• Google Cloud Skills Boost
• 2 hours
• On-Demand
• Paid Course

Vector Search and Embeddings

This course introduces Vertex AI Vector Search and describes how it can be used to build a search application with large language model (LLM) APIs for embeddings. The course consists of conceptual lessons on vector search and text embeddings, practical d…

• Pluralsight
• 35 minutes
• On-Demand
• Free Trial Available

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

This course equips machine learning practitioners with the essential tools, techniques, and best practices for evaluating both generative and predictive AI models. Model evaluation is a critical discipline for ensuring that ML systems deliver reliable, a…

• Google Cloud Skills Boost
• 2 hours 30 minutes
• On-Demand
• Free Online Course

Virtual FAQ with data store agents

In this course, you will learn how to develop a generative agent capable of answering questions from websites, documents, and/or unstructured data.

• Google Cloud Skills Boost
• 1 hour
• On-Demand
• Paid Course