Why Data Scientists Should Learn Software Engineering Principles
Learn essential software engineering principles for data scientists to improve code quality, modularity, and readability. Enhance project scalability and model deployment capabilities.
Fine-Tuning ViT Classifier with Custom Data and Docker Inference - Part 4
Fine-tune a ViT classifier with custom data and deploy using Docker and FastAPI for efficient image classification in production environments.
MLOps MLflow: Installing a MLflow Tracking Server in Docker Containers
Install and configure MLflow Tracking Server with MariaDB backend using Docker containers for efficient MLOps workflows.
![[Portuguese] Habilite Plataformas de Desenvolvedores Seguras com Backstage, Vault e Terraform](https://img.youtube.com/vi/kE-EdI7e3PI/mqdefault.jpg)
[Portuguese] Habilite Plataformas de Desenvolvedores Seguras com Backstage, Vault e Terraform
Aprenda a criar plataformas de desenvolvimento seguras e eficientes usando Backstage, Vault e Terraform. Melhore a experiência do desenvolvedor e escale DevOps em sua organização.
Developer Productivity is Waste - Avoiding Metrics Madness
Explore the pitfalls of excessive developer productivity metrics and learn alternative approaches to improve software development practices and outcomes.
Level-up Your DevOps with GitHub Actions and Kubernetes - NDC Oslo 2024
Automate deployments using Docker, GitHub Actions, and Kubernetes. Learn to build Dockerfiles, create DevOps pipelines, and deploy to Kubernetes for efficient content delivery.
Managing Academic Software Development for HPC - Best Practices and Workflows
Learn best practices for sustainable academic software development, including coding, project management, and documentation techniques.
Fine-tuning FinOps Approach: The Next Step
Explore advanced FinOps methodology for large organizations. Learn to establish observability at scale, detect usage patterns, and foster dialogue between teams to achieve long-term financial and technical goals.
Future of AI and ML in Software Testing
Explore AI's impact on software testing, including challenges, self-healing scripts, and future contributions. Learn to improve processes and implement risk-based methods using AI insights.
Nobody Knows Your Service is Open Source - Improving Open Source Service Visibility
Explore a proposal for "open source service" branding, focusing on user experience patterns that convey code openness, location, and contribution guidelines for managed services.
Team Transformation to Accelerate Value Delivery
Discover strategies for building high-performing teams, fostering motivation, and delivering greater customer value through Agile principles and effective leadership techniques.
Secure Python Development: Tips, Tricks, and Tools
Explore Python-specific security challenges and solutions, including package management, SAST, and best practices for DevOps environments.
Resiliency at the Edge - Automated Health Checks and Recovery for Remote Devices
Explore greenboot framework for Edge device resilience, including health checks and OS rollback. Learn implementation, see a demo, and discover future plans.
Stream Processing at the Edge with Apache Kafka
Explore edge computing with Apache Kafka for improved performance and resiliency. Learn use cases, cloud integration, and Kubernetes management using GitOps. Includes IoT data processing demo.
Optimizing Java on the EU Processor Platform
Explore Java optimization for EU processors, focusing on Quarkus and TornadoVM in the AERO project for cloud-ready deployments on European Processor Initiative designs.
FinOps and Observability: Technical Implementation
Explore technical implementation of FinOps and observability for managing cloud infrastructure costs in large enterprises. Learn architecture details and Terraform-based solutions.
Open Source Components in Cloud Services: A Deep Dive into Managed Offerings
Explore the open-source components in managed cloud services, focusing on Red Hat's offerings and the tools used to manage OpenShift clusters at scale.
The Many Ways of Launching AWS Spot Instances
Explore AWS spot instance challenges, API calls, and best practices for launching. Gain insights into hyperscaler limits and optimize your infrastructure for improved stability and efficiency.
A Day in the Life of a Quarkus Developer
Explore Quarkus' developer-friendly features through live coding. Learn to create Java microservices with databases, remote connections, and security, plus containerization and OpenShift deployment.
Chopping the Monolith: Using Serverless for Pragmatic System Design
Explore pragmatic system design using Serverless and Function-as-a-Service to achieve flexible deployment frequencies for different business capabilities.
Observe Your API with an API Gateway Plugin
Enhance API observability using Apache APISIX Gateway Plugins. Learn to simplify structured logging, metrics, and tracing for improved service monitoring and management.