Quantitative Foundations of Ecological and Evolutionary Research - Class 11
Explore quantitative foundations of ecology and evolution, covering code publishing, best practices, GitHub usage, and scientific publishing processes.
The Merge Queue: The Missing Piece in CI/CD Pipelines
Explore merge queues as a solution to streamline CI/CD pipelines, improve developer productivity, and enhance software delivery processes.
Packit: RPM Integration, All in One
Automate RPM package building, testing, and releases. Explore Packit's features for CI/CD integration with GitHub, GitLab, and Fedora. Learn about recent updates and future plans.
Boost Your Testing with Testing Farm
Explore Testing Farm, an open-source Testing System as a Service, and learn how it simplifies OS testing for RHEL, Fedora, and CentOS Stream through various integration points and unified testing methods.
All the Things They Didn't Teach You at University About Open Source Development
Discover essential skills for successful open-source contributions beyond university education. Learn about tooling, soft skills, and writing maintainable code for real-world development.
Config-Based Development for LLMs: Versioning, Routing, and Evaluating LLMs
Explore config-based development for LLMs, covering versioning, routing, and evaluation techniques to transition Generative AI apps from prototype to production efficiently.
Deploy Applications in GCP: Build Docker and Serve Application with StreamLit
Aprende a desplegar aplicaciones en GCP: clona repositorios, instala Docker, crea imágenes y sirve aplicaciones con StreamLit.
MLOps MLFlow: Building Pipelines with MLflow Projects
Build MLflow project pipelines for efficient machine learning workflows. Learn to create and execute data science pipelines using MLflow Projects.
Docker Basics: Creating and Running Your First Dockerfile and Docker Image
Aprende a crear un Dockerfile, generar una imagen Docker y ejecutarla en este tutorial práctico sobre los fundamentos de Docker.
Creating and Using Langchain Tools with OpenAI for Data Science and Machine Learning
Create and use Langchain tools with OpenAI for data science and machine learning applications. Learn to integrate powerful AI capabilities into your projects.
Fine-tuning Flan-T5 for Sequence-to-Sequence Classification with MLFlow
Fine-tune Flan-T5 for sequence-to-sequence classification using MLflow. Learn advanced MLOps techniques for optimizing language models in data science projects.
MLOPS: How to Work with Hugging Face Hub CLI
Aprende a instalar y utilizar la CLI de Hugging Face Hub para gestionar modelos y datasets de aprendizaje automático de manera eficiente.
How to Identify and Fix CI Pipeline Problems
Discover strategies to identify and resolve common CI pipeline issues, enhancing team productivity and streamlining development processes.
Design for GitOps - Everything-as-Code Approach
Explore Everything-as-Code and GitOps practices for effective collaboration. Learn to design systems for quick GitOps implementation, focusing on infrastructure, observability, and permissions automation.
Monolith vs Microservices: Architectural Trade-offs in Software Design
Explore the trade-offs between monolithic and microservices architectures from a Continuous Delivery perspective. Learn key considerations for effective software design and architecture.
Avoiding Static Shared Secrets in GitHub Actions
Learn best practices for securing GitHub Actions workflows, avoiding static shared secrets, and implementing safer alternatives for CI/CD pipelines.
Setting Up and Managing GitHub Actions for Multiple Projects
Learn to set up and manage GitHub Actions across multiple projects efficiently, with insights on starter actions, organization reports, and custom workflows for Java and Python repositories.
CI/CD - Build and Deploy Automation
Explore CI/CD build and deploy automation techniques for efficient cloud-native development and streamlined software delivery pipelines.
Making DevOps Friendlier for Developers
Explore strategies to make DevOps more accessible and developer-friendly, enhancing collaboration and efficiency in software development teams.
Building a RAG Application with GitHub Models and Postgres from Scratch
Learn to build a Retrieval Augmented Generation (RAG) application from scratch using GitHub Models and PostgreSQL, enhancing AI model capabilities for smarter applications.
Introducing Raspberry - An Open Source Attempt to Recreate Strawberry
Explore an open-source project aiming to recreate Strawberry, with insights on LLM grading, data validation, and reasoning benchmarks.