LLMOps MLflow - Document Classification with Fine-Tuning and Inference
Domina el fine-tuning de modelos LLM usando MLflow, desde la creación de clasificadores de documentos hasta la implementación con Docker y Azure DevOps para inferencia eficiente.
TUF - Secure Distribution Beyond Software
Discover how The Update Framework (TUF) enables secure distribution of metadata, signing keys, and attestations while ensuring data integrity and tamper resistance in cloud native ecosystems.
TUF - Secure Distribution Beyond Software
Discover how The Update Framework (TUF) enables secure distribution of metadata, signing keys, and attestations while ensuring data integrity and tamper resistance in cloud native ecosystems.
How to Install LLaMA 3.2 AI Model on Your Computer - Step-by-Step Guide
Master the step-by-step process of installing and configuring LLaMA 3.2 AI model locally for private data analysis and coding tasks on your personal computer.
Building an Edge and IoT Solution with EdgeX Foundry
Master EdgeX Foundry's framework to build industrial IoT solutions, connect OT sensors to IT systems, implement edge analytics, and customize the platform for specific edge computing needs through hands-on development.
Building RAG Applications: Speaking with Unstructured Data Using LangChain - Part 2
Dive into building an end-to-end RAG application using Langchain, multiple LLMs, and vector stores to enable interactive conversations with unstructured data through a Streamlit interface.
Building End-to-End RAG Applications with Unstructured Data - Part 3: Docker Integration
Dive into containerization with Docker and Docker Compose while building a RAG application that processes unstructured data using LangChain, multiple LLMs, and vector stores through Streamlit.
Building an Auto-scaling AI Inference Service - From Setup to Deployment
Master the fundamentals of building and scaling AI inference services, from GPU utilization to auto-scaling implementation, Docker configuration, and API endpoint setup for optimal performance.
The Power of Dev Containers and GitHub Codespaces
Discover how Dev Containers and GitHub Codespaces revolutionize development environments with Docker, enabling consistent, cloud-based coding workflows and simplified project setups across platforms.
Demystifying the First Few Minutes After Compromising a Container
Explore essential post-container compromise techniques and immediate actions for security professionals, focusing on critical first-response strategies and containment methods.
Zero Downtime Development - Building Resilient and Scalable Systems
Discover techniques for developing resilient, distributed systems locally with zero downtime deployment, using live coding demonstrations and practical examples for modern cloud-native applications.
NGINX Tutorial - Building a Node.js Application with Docker and Load Balancing
Master NGINX fundamentals through hands-on practice: configure reverse proxy, implement load balancing, and set up HTTPS with Docker and Node.js in a real-world project scenario.
Spring Data JPA Query By Example - Writing Dynamic Searches with Less Code
Master Spring Data JPA's Query By Example to simplify dynamic database searches, reduce boilerplate code, and implement flexible querying capabilities in Spring Boot applications.