Google Cloud AI Courses and Certifications

Google Cloud Tech

Introduction to DocAI and Contact Center AI - Google Cloud Technical Guides for Startups

Explore DocAI and Contact Center AI in Google Cloud, covering ML solutions, deep dives, demos, and customer case studies. Learn how these tools can innovate and streamline your startup's operations.

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

Tech Field Day

Optimizing Storage Solutions for AI and ML Workloads in Google Cloud

Discover advanced storage solutions optimized for AI/ML workloads, featuring Anywhere Cache, HyperDisk ML, and Cloud Storage FUSE innovations that enhance data accessibility and training efficiency.

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

How to Build an AI Agent with MCP, ADK, and A2A on Google Cloud

Master AI agent development using MCP, ADK, and A2A protocols on Google Cloud. Build, deploy, and connect intelligent agents with hands-on implementation guidance.

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

Google Cloud Tech

Build a Multi-Agent AI App with Google Cloud

Discover how to build multi-agent AI applications using Google's Agent Development Kit, featuring a poetry collaboration demo with specialized agents working together.

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

Tech Field Day

Building and Deploying Generative AI Applications with Google Cloud Run

Discover how to leverage Cloud Run for deploying GenAI applications with seamless scaling and cost efficiency, featuring real-world examples from L'Oreal and Ford's successful implementations.

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

Google Cloud Tech

Building Generative AI Apps on Google Cloud with LangChain

Combine LangChain, Cloud Run, Cloud SQL's pgvector, and Vertex Endpoints to create and deploy production-ready generative AI applications on Google Cloud.

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

Google Cloud Tech

Accelerating AI Inference Workloads with Google Cloud TPUs and GPUs

Explore key considerations for choosing TPUs and GPUs for AI inference workloads, including cost implications, deployment strategies, and optimization techniques on Google Cloud.

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

Tech Field Day

AI Workloads and Hardware Accelerators - Introducing the Google Cloud AI Hypercomputer

Discover how Google Cloud's AI Hypercomputer revolutionizes AI workload management with advanced GPUs, TPUs, and dynamic scheduling, enabling efficient, scalable, and sustainable enterprise AI solutions.

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

Google Cloud Tech

Securing Your AI Inference Pipeline with Google Cloud - Part 1

1 rating

Master essential techniques for securing AI inference pipelines using Google Cloud, from model signature verification to access control and continuous monitoring for robust protection against security threats.

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

Tech Field Day

Google Cloud Vertex AI and NetApp Volumes Integration for Enterprise Data Management

1 rating

Discover how Google Cloud Vertex AI integrates with NetApp Volumes to create powerful AI agents grounded in enterprise data, enabling seamless development of personalized, interactive applications with robust governance.

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

Master Vertex AI: Leveraging LLMs with Text-Embeddings API

219 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
• Self-Paced
• Paid Course

GCP Vertex AI | Google AI & ML | Agentic AI (ADK)| MCP | A2A

206 ratings at Udemy

A complete Vertex AI Course for Machine Learning and Gen AI solutions | Develop AI Agents with Google ADK | Gemini

• Udemy
• 1 day 12 minutes
• Self-Paced
• Paid Course

Tech Field Day

Cloud WAN: Connecting Networks for the AI Era with Google Cloud

Discover Google Cloud's fully managed Cloud WAN solution, leveraging their planet-scale network to connect branch offices, data centers, and cloud providers with enhanced performance, reduced costs, and streamlined management for the AI era.

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

Tech Field Day

AI Hypercomputer and TPU Acceleration with Google Cloud

Explore Google Cloud TPU's capabilities for AI acceleration, including the upcoming Ironwood generation, performance optimizations, and real-world applications in large-scale training and inference workloads.

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

Tech Field Day

Analytics Storage and AI, Data Prep and Data Lakes with Google Cloud

Explore Google Cloud's innovations for analytics storage and AI, focusing on data preparation, data lakes, and unified data lakehouses using open formats like Apache Iceberg to optimize performance and address common challenges.

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