Google Cloud Tech Courses

Generative AI Use Cases and Design Patterns with Databases

Explore real-world generative AI applications using Google Cloud Databases, Vertex AI, and LangChain. Learn RAG techniques for enterprise-grade solutions.

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

Scale Infrastructure as Code: Proven Strategies and Productive Workflows

Discover proven strategies for scalable infrastructure using HashiCorp Terraform. Explore project structuring, global system architecture, secure data sharing, and developer-friendly workflows.

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

Operationalizing Generative AI on Vertex AI

Explore MLOps fundamentals, adaptations for generative AI, and Vertex AI capabilities to support new workflows in the era of foundation models.

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

BigQuery and BigLake: Real-World Data Products for AI/ML at Scale

Discover how BigQuery and BigLake power innovative data analytics and AI/ML solutions at scale. Learn from Google Cloud experts and real-world customer experiences at Trendyol and Snap.

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

How to Deliver a Large-Scale Kubernetes Network - Shopify Case Study

Optimize multi-tenant traffic management, reduce costs, and simplify operations using multi-cluster services and gateways. Learn from Shopify's large-scale Kubernetes network success.

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

Customizing Generative AI Models with Vertex AI

Explore Vertex AI's capabilities for customizing foundation models, including supervised fine-tuning and distillation techniques, to enhance performance and create unique AI offerings.

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

Supercharge Your Data Analytics with Gemini in BigQuery

Accelerate insights, enhance productivity, and optimize data workloads using Gemini in BigQuery for advanced analytics capabilities.

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

Large Language Models and Detecting AI-Generated Text

Explore insights on detecting AI-generated text from a top Kaggle competitor, covering first-hand learnings and the latest developments in this rapidly evolving field.

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

Supercharge Your Data Analytics with Gemini in BigQuery

Accelerate insights with Gemini in BigQuery: Enhance productivity, optimize costs, and boost performance for data workloads.

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

How to Design a Service-Centric Cross-Cloud Network

Design a service-centric cross-cloud network to simplify multicloud complexity, empower developers, and deliver secure connectivity between workloads across hybrid environments.

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

Goodbye, Deployment Headaches - Cloud Deploy and Vertex AI Integration

Automate ML model deployment with Cloud Deploy and Vertex AI integration. Test, validate, and deploy in minutes without coding, simplifying the MLOps lifecycle.

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

Build Continuous Data and AI Pipelines with BigQuery Continuous Queries

Revolutionize data engineering with BigQuery continuous queries for real-time AI insights. Explore event-driven pipelines using Vertex AI, Pub/Sub, and Bigtable through Cloud SQL.

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

A Primer on Data Architectures for AI/ML on Kubernetes

Explore Kubernetes data architectures for AI/ML, storage best practices, and data availability. Learn to retool your skills for the new paradigm of data on Kubernetes.

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

Unleash the Power of Vector Search and Multimodal Embeddings in BigQuery

Generate and search multimodal embeddings in BigQuery for enhanced data exploration, pattern recognition, and clustering, leading to faster insights and decision-making.

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

Build and Deploy Generative AI Agents Using Natural Language with Vertex AI Agent Builder

Harness generative AI agents for process automation and conversational experiences. Build, test, and deploy AI-powered agents using low-code tools. Optimize performance for enhanced business operations.

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