Google Cloud AI Courses and Certifications

MLOps with Vertex AI: Manage Features - 日本語版

Vertex AI Feature Storeを使用したMLOpsの実践的スキルを習得。本番環境でのML システムの効率的な管理と運用方法を学ぶ。

• Coursera
• 2 hours 5 minutes
• Self-Paced
• Paid Course

Discover and Catalog Vertex AI Assets with Dataplex

Catalog and discover Vertex AI assets using Dataplex to enhance data management and accessibility in Google Cloud.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Tech Field Day

Deploying Generative AI Applications with Cloud Run and LangChain on Google Cloud

Master deploying Generative AI applications on Cloud Run, integrating LangChain with Cloud SQL's pgvector and Vertex Endpoints to build scalable, cost-effective AI solutions on Google Cloud.

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

Tech Field Day

Developer and Operational Productivity in Google Cloud with Duet AI

Discover how Duet AI revolutionizes cloud development with intelligent code completion, testing, and troubleshooting capabilities, enhancing developer productivity through Google's advanced AI-powered assistance.

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

Making Chatbot & Voice Apps (with Dialogflow v1)

680 ratings at Udemy

Learn building chatbot and voice applications for Google Assistant, facebook, slack using Dialogflow & firebase

• Udemy
• 2 hours 12 minutes
• Self-Paced
• Free Online Course

Hands-on Chatbots with Google Dialogflow

527 ratings at Udemy

Master natural conversational interfaces using Google Dialogflow to build, deploy and integrate intelligent chatbots with messaging platforms like Slack and Facebook, no prior NLP expertise required.

• Udemy
• 4 hours 8 minutes
• Self-Paced
• Paid Course

LLMs with Google Cloud and Python

435 ratings at Udemy

Learn to use Google Cloud's latest LLM models in Google Cloud Platform and with Python!

• Udemy
• 4 hours 52 minutes
• Self-Paced
• Paid Course

Real-world End to End Machine Learning Ops on Google Cloud

416 ratings at Udemy

From Model Development to Deployment: Streamlining Machine Learning Workflows on Google Cloud

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

Google Cloud Events

Generative AI with Google Cloud - Unlocking Growth in Healthcare and Life Sciences

Discover how generative AI transforms healthcare through real-world applications, from clinical trial optimization to personalized patient care delivery using Google Cloud's innovative solutions.

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

Google Cloud Events

Generative AI with Google Cloud - Building Applications Using PaLM 2 and LangChain

Master building generative AI applications by combining PaLM 2's advanced language capabilities with LangChain's framework, covering key concepts, implementation patterns, and hands-on demos for creating AI-powered solutions.

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

Google Cloud Tech

Building AI Agents on Google Cloud

Discover how to build AI agents on Cloud Run, leveraging frameworks like LangChain and Firebase Genkit to orchestrate AI models, vector databases, and APIs for complex tasks, tool calling, multi-agent systems, and code execution.

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

Tech Field Day

Generate Storage Insights with Gemini in Google Cloud - Using AI for Cloud Storage Management

Discover how Gemini Cloud Assist revolutionizes Google Cloud storage management through AI-powered insights, natural language queries, and automated metadata analysis for enhanced operational efficiency.

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

Tech Field Day

Google Cloud Network Infrastructure for AI and Machine Learning

Discover how Google Cloud's advanced network infrastructure enables efficient AI/ML workloads through dual-network architecture, hardware acceleration, and intelligent load balancing for optimal performance and scalability.

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

Google Cloud Tech

Introduction to Duet AI in Google Cloud - Boosting Productivity and Expertise

Explore Duet AI's features for boosting cloud productivity, including code assistance, AI-backed operations, data exploration, and no-code app building.

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

Google Cloud Tech

Generative AI Innovations at Google Cloud

Explore Google Cloud's approach to generative AI, learn about new announcements, and discover how organizations create value with this technology.

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