Google Cloud Tech Courses

How to Define and Maintain Compliant Infrastructure to Serve Regulated Industries

Define and maintain compliant infrastructure for regulated industries. Learn to create landing zones, monitor compliance, and serve customers using Compute Engine.

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

Running AI Inference on Google Kubernetes Engine - Anthropic's Approach with Claude

Explore how Anthropic leverages GKE and TPUs for efficient, high-performance AI inference, optimizing Claude's workload and simplifying maintenance.

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

Cloud Compromises: Lessons Learned from Mandiant Investigations in 2023

Explore real-world cloud security threats from 2023, gain insights from Mandiant's incident response cases, and learn practical recommendations for protecting cloud infrastructure.

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

Multi-Project, Multi-Runtime, Multi-Region Infrastructure as Code

Learn patterns and practices for scaling infrastructure as code from zero to multi-region, multi-runtime, multi-project, and multicloud, reducing future refactoring efforts.

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

Deploying Retrieval-Augmented Generation Applications with Ray, Hugging Face, and LangChain on Google Cloud

Deploy a Retrieval-Augmented Generation app using Ray, HuggingFace, and LangChain on Google Cloud. Learn to augment with custom data, deploy models, and develop applications rapidly.

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

Ensuring Cloud Resource Health: Addressing Software Vulnerabilities and Identity Risk

Learn to address software vulnerabilities and identity risks in cloud environments using Security Command Center's new capabilities for strengthening overall risk posture.

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

Build a Unified, Open, and Fully Managed Lakehouse for Analytics and AI with BigQuery

Unify data and metadata across engines for analytics and AI using BigQuery's new capabilities, enabling seamless data sharing and ecosystem integration.

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

Workload-Optimized and AI-Powered Infrastructure for Google Cloud

Optimize AI workloads and enterprise applications with purpose-built infrastructure. Learn about supercomputing innovations, TPUs, GPUs, and AI-powered assistance for efficient operations.

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

Harness AI for Better Business Intelligence - What's New and How to Apply It

Explore AI-driven advancements in business intelligence, focusing on Gemini in Looker for data-driven insights and application development with Google's BI suite.

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

Power Data Analytics with Generative AI Using BigQuery and Gemini

Leverage BigQuery's ML capabilities and Gemini AI for advanced data analytics, sentiment analysis, and entity extraction.

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

Next Generation Storage: Designing Storage for the Future

Explore optimized storage solutions for AI, Kubernetes, and VMs. Gain insights into performance-enhancing features, cost optimization, and future-ready storage planning.

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

Non-relational Database Design Patterns: Shopify's Approach for Business Scalability

Explore distributed architectures and flexible schemas for massive datasets using Google Cloud's databases, featuring Shopify's use of Bigtable for critical business operations.

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

Practical Use Cases for AI in Security Operations

Explore real-world AI applications in security operations, enhancing threat detection and response through hands-on demonstrations and case studies.

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

Unlocking AI with a Platform Strategy for the Next Decade

Explore how containerization accelerates AI initiatives, balancing innovation and stability. Learn from Shopify's platform-building journey to harness AI's power effectively.

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

Large Language Models in Action - Transforming Ideas into Cloud Architecture Blueprints

Explore LLMs for cloud architecture design, generating blueprints and diagrams from ideas using NLP, and interact with a specialized web app on Google Cloud.

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