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)

Google Cloud;  Google

How Google does Machine Learning

7219 ratings at Coursera

Explore machine learning with Google Cloud's 3-week course. Learn to build, train, and deploy AutoML models using Vertex AI, understand ML use cases, and recognize biases.

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

Google Cloud;  Google

Natural Language Processing on Google Cloud

516 ratings at Coursera

Master NLP solutions on Google Cloud in a 5-week course. Learn to develop NLP projects using Vertex AI, TensorFlow, and explore advanced models like BERT. Basic SQL and Python required.

• Coursera
• 13 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Google Cloud;  Google

Smart Analytics, Machine Learning, and AI on Google Cloud

1205 ratings at Coursera

Learn to incorporate machine learning into data pipelines on Google Cloud, with hands-on experience in AutoML, Notebooks, BigQuery ML, and Vertex AI. Course duration: 2 weeks.

• Coursera
• 6 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

10 Days of No Code Artificial Intelligence Bootcamp

622 ratings at Udemy

Build 10 AI projects in 10 days without coding using Google Teachable Machines, DataRobot, AWS Autopilot, and Vertex AI

• Udemy
• 12 hours
• On-Demand
• Paid Course

Vertex Pipelines: Qwik Start

Learn to create ML Pipelines using Vertex AI in this self-paced Google Cloud lab. Gain skills in automating and reproducing your ML workflow in 1-2 hours.

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

Generative AI with Vertex AI: Getting Started

This is a self-paced lab that takes place in the Google Cloud console. This lab will provide an introductory, hands-on experience with Generative AI on Google Cloud.

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

Vertex AI Tabular Data: Qwik Start

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to build a binary classification model from tabular data using Vertex AI.

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

TFX on Google Cloud Vertex Pipelines

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will develop, deploy, and run a TFX pipeline on Google Cloud Vertex Pipelines.

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

Introduction to Generative AI Studio

132 ratings at Coursera

Learn to prototype and customize generative AI models with Google Cloud's Generative AI Studio in a week, featuring demos and a final quiz.

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

Vertex AI: Qwik Start

Explore Google Cloud's Vertex AI platform in a self-paced lab, using BigQuery and TensorFlow to predict customer lifetime value. Duration: 1-2 hours.

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

Identify Horses or Humans with TensorFlow and Vertex AI

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you use convolutions to recognize features in an image where the subject can be anywhere in the image!

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

Machine Learning Operations (MLOps) with Vertex AI: Manage Features

Master MLOps tools and best practices with Google Cloud's 4-week course. Learn to deploy, monitor, and operate ML systems using Vertex AI Feature Store.

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

Introduction to Image Generation

61 ratings at Coursera

Learn about diffusion models in image generation, their theory, and deployment on Vertex AI in this 1-week course by Google Cloud.

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

Generative AI with Vertex AI: Prompt Design

This is a self-paced lab that takes place in the Google Cloud console. This lab is part of a series designed to provide hands-on experience with Generative AI on Google Cloud.

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