Virtualizing Arm TrustZone on KVM
Extend KVM to virtualize Arm TrustZone, enabling VMs to run trusted execution environments. Explore implementation details, challenges, and future directions for secure virtualization.
Infrastructure for Managing, Sharing, and Utilizing Sensitive Data using Hyperledger Fabric Private Chaincode - Demo
Explore infrastructure for managing sensitive data using Hyperledger Fabric Private Chaincode on Microsoft Azure. Learn about distributed ledger technologies and their application in privacy-critical domains.
It Worked When I Prompted It - Challenges in LLM Production Deployment
Explore challenges and solutions for deploying LLMs in production, covering design patterns, vector databases, reliability enhancement, and cost management strategies.
Preemption Chaos and Optimizing Server Startup for LLMs in Production - Part 2
Optimize GPU costs and improve uptime by leveraging preemptible instances for LLM services, overcoming challenges and maximizing savings.
Unlocking Real-World LLM Use Cases - Techniques for Accurate Results
Explore real-world LLM applications, overcome limitations, and leverage techniques like RAG to ground results. Learn to bridge LLMs with enterprise Gen AI apps using vector-supported databases.
Enabling Defense Missions with Local LLMs - Part 2
Explore LeapfrogAI, an open-source toolkit for deploying and managing LLMs in sensitive, regulated environments, addressing challenges in defense missions and air-gapped systems.
Productionizing Health Insurance Appeal Generation - AI in Production
Explore fine-tuning models for health insurance appeals, cloud resource utilization, and on-premises Kubernetes deployment. Learn about unexpected challenges in server setup and graphics card installation.
Serving Flask and FastAPI Applications in Google Colab
Aprenda a servir aplicações Flask ou FastAPI no Google Colab ou na nuvem, utilizando técnicas de ciência de dados e aprendizado de máquina.
Vertex AI: Gemini Pro Multimodal Chatbot - Creating Conversational AI with Python SDK
Create a conversational multimodal chatbot using Vertex AI, Gemini Pro 1.5, and Python SDK. Learn to implement advanced AI capabilities for interactive and visual-based conversations.
Creating a Service Account in Google Cloud for Machine Learning API Access
Aprenda a crear una cuenta de servicio en Google Cloud para acceder a APIs y servicios de GCP desde su aplicación.
Google AI Studio and Gemini API Python SDK
Explore Google AI Studio and Gemini API using Python SDK. Access Gemini and Gemini Pro Vision programmatically for advanced AI applications.
Introduction to Amazon Bedrock - AWS Machine Learning and Data Science
Explore Amazon Bedrock, AWS's managed serverless service for Generative AI and LLMs. Learn key features and applications in machine learning and data science.
Multimodal Prompts with Gemini Pro 1.5 in Google Vertex AI
Explore multimodal prompts with Gemini Pro 1.5 in Google Vertex AI using Python SDK. Learn to integrate text and visual inputs for advanced machine learning applications.
Fine-Tuning Gemini 1.0 Pro for Text Classification in Vertex AI
Fine-tune Gemini Pro 1.0 for text classification using Google Vertex AI's UI and Python SDK. Learn advanced machine learning techniques for improved model performance.
ML and MLOps: Databricks Secrets and Integration with Azure KeyVault
Explore Databricks Secrets and Azure KeyVault integration for secure ML & MLOps workflows in data science and machine learning projects.
Deploying a SurrealDB Cluster on Kubernetes - A Scalable, Multi-Model Database Solution
Deploy SurrealDB cluster on Kubernetes. Learn to set up kubectl, Helm, TiKV for persistence, and access the database locally. Ideal for scalable, multi-model database solutions.
SAP's S/4HANA 2027 Deadline: Is It Real and What Are Your Options?
Discover the truth about SAP's S/4HANA 2027 deadline, its potential impact on your organization, and explore alternative options for digital transformation.
Future Real-Time Applications Based in Mobile Clouds and Software-Defined Networks
Explore real-time online applications with Sergei Gorlatch. Learn about challenges, innovative frameworks, cloud computing, and software-defined networking for optimizing performance and user experience.
Migration Toolkit for Virtualization - Migrating VMs to OpenShift
Migrate VMs from Red Hat Virtualization or VMware vSphere to OpenShift with Container-native Virtualization using Migration Toolkit. Learn remapping infrastructure and basic usage for administrators.
Self-Service Cluster Deployment Using MCE - November 2022
Explore self-service cluster deployment in Openshift's Multicluster engine using cluster templates, enabling developers to create fully configured clusters within admin-defined parameters.
How to Bulletproof Your Service - AWS Preflights
Enhance SaaS installation success rates by implementing AWS preflight checks. Learn to validate customer account configurations and quotas for improved service reliability.