Vertex AI Courses and Certifications

Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

Learn to train, evaluate, and deploy a BigQuery ML XGBoost model using Google Analytics 4 dataset with Google Cloud's self-paced lab.

• Coursera
• 1 hour 30 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…

• Coursera
• 2 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Summarize Text using SQL and LLMs in BigQuery ML

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will explore how to perform summarization of source code from GitHub repos and identification of the language of programming in the repo, using Vertex AI Large Langu…

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

Running Distributed TensorFlow using Vertex AI

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will use TensorFlow's distribution strategies and the Vertex AI platform to train and deploy a custom TensorFlow image classification model to classify an image class…

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

Analyzing Natality Data Using Vertex AI and BigQuery

This is a self-paced lab that takes place in the Google Cloud console. In this lab you analyze a large (137 million rows) natality dataset using Google BigQuery and Cloud Datalab. This lab is part of a series of labs on processing scientific data.

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

Working with Notebooks in Vertex AI

This course is an introduction to Vertex AI Notebooks, which are Jupyter notebook-based environments that provide a unified platform for the entire machine learning workflow, from data preparation to model deployment and monitoring. The course covers the…

• Coursera
• 2 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Creating Generative Art Dynamic NFTs with Google Cloud Vertex AI and Chainlink Functions

This is a self-paced lab that takes place in the Google Cloud console. Learn to integrate Vertex, Google Cloud's AI suite into your smart contracts. In this lab, you'll mint a new NFT collection that can be dynamically updated based on their attribut…

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

Getting Started with Vector Search and Embeddings

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will use text embeddings and Vertex AI vector search to find similar documents based on their text content.

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

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 and Deploy Machine Learning Solutions on Vertex AI

1 review

Earn a skill badge by completing the Build and Deploy Machine Learning Solutions with Vertex AI quest, where you will learn how to use Google Cloud’s unified Vertex AI platform and its AutoML and custom training services to train, evaluate, tune, expla…

• Qwiklabs
• 8 hours
• On-Demand
• Free Certificate

How Google Does Machine Learning

What are best practices for implementing machine learning on Google Cloud?

• Pluralsight
• 2 hours 56 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…

• Qwiklabs
• 8 hours
• On-Demand
• Free Certificate

How Google Does Machine Learning

What are best practices for implementing machine learning on Google Cloud?

• Pluralsight
• 2 hours 56 minutes
• On-Demand
• Free Trial Available

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