Google Cloud AI Courses and Certifications

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

A broad overview of Gen AI to understand how to leverage Gen AI and Google Cloud for organizational transformation.

• DataCamp
• 6 hours
• Self-Paced
• Free Trial Available

Innovating with Google Cloud AI

Explore how AI and ML can transform business processes using Google Cloud tools like BigQuery ML, AutoML, and pre-trained APIs to drive innovation and growth.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

Google Cloud: AI Fundamentals

1 rating at Udacity

Master AI fundamentals using Google Cloud Platform, from Vertex AI basics to natural language processing and generative AI prompt engineering with hands-on GCP tools practice.

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

Responsible AI: Applying AI Principles with Google Cloud

1073 ratings at Coursera

Aprenda a implementar IA responsável em sua organização usando o Google Cloud. Descubra as melhores práticas, lições aprendidas e como operacionalizar princípios éticos de IA.

• Coursera
• 1 hour 57 minutes
• Self-Paced
• Paid Course

Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud

7 ratings

Explore managed big data services, machine learning concepts, and their applications in cloud computing. Gain hands-on skills and earn a Google Cloud Skill Badge upon completion.

• Independent
• Self-Paced
• Free Certificate

[NEW] Be a Generative AI Leader – Google Cloud Certification

6310 ratings at Udemy

Learn Generative AI with Google Cloud. Achieve Google Cloud Generative AI Leader Certification.

• Udemy
• 3 hours 50 minutes
• Self-Paced
• Paid Course

Tech Field Day

Introduction to Google Cloud Vertex AI Platform - Enterprise AI Development and Deployment

Discover how Vertex AI leverages TPUs and transformer architecture to enable multimodal AI processing across text, images, audio, and video, with enterprise-ready features for secure, customizable AI implementation.

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

Smart Analytics, Machine Learning, and AI on Google Cloud

Explore machine learning integration in Google Cloud data pipelines, from AutoML to custom solutions with Notebooks, BigQuery ML, and Vertex AI for enhanced data insights.

• Coursera
• 6 hours 36 minutes
• Self-Paced
• Paid Course

Career Certificate

Google Cloud AI Infrastructure

Master AI infrastructure design and deployment using Google Cloud's Hypercomputer, GPUs, TPUs, and Kubernetes Engine to build high-performance ML solutions with optimized storage and networking.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Create Generative AI Apps on Google Cloud

Learn to build powerful generative AI apps on Google Cloud using prompt design, RAG, and LLMs. Develop a chat application and explore Vertex AI Studio for rapid prototyping and deployment.

• Coursera
• 7 hours 43 minutes
• Self-Paced
• Paid Course

Responsible AI for Digital Leaders with Google Cloud

Equip digital leaders with essential knowledge and tools for responsible AI development, focusing on ethical considerations, best practices, and governance procedures.

• Coursera
• 1 hour 35 minutes
• Self-Paced
• Paid Course

Website Modernization with Generative AI on Google Cloud

Enhance website navigation with Vertex AI Search, offering generative search for users and AI-powered content improvement tools for editors.

• Coursera
• 4 hours 24 minutes
• Self-Paced
• Paid Course

Google Cloud における AI と ML の概要

このコースでは、Google Cloud での人工知能（AI）および機械学習（ML）サービスについて紹介します。Google Cloud では、AI 基盤、AI 開発、AI ソリューションを通じてデータから AI へのライフサイクルをサポートします。データ サイエンティスト、AI 開発者、ML エンジニアなど、さまざまなユーザーの目標に基づいて、ML モデル、ML パイプライン、生成 AI プロジェクトを構築するために利用できるテクノロジー、プロダクト、ツールについて説明します。

• Coursera
• 8 hours 23 minutes
• Self-Paced
• Paid Course

Packt

Google Cloud Generative AI Leader Training 2025

Master Google Cloud's Generative AI tools, including Gemini and Vertex AI, to scale enterprise AI solutions, apply responsible AI practices, and prepare for the Generative AI Leader certification.

• Coursera
• 4 hours 28 minutes
• Self-Paced
• Paid Course