The Good, the Bad, and the Missing Parts of Kubeflow
Explore Kubeflow's strengths, weaknesses, and future developments as an MLOps platform based on user feedback and upcoming release plans.
Towards Great Documentation: Behind a CNCF-Led Docs Audit
Insights into improving open-source documentation, based on CNCF's audit of Backstage docs. Learn actionable strategies for creating better, more user-friendly project documentation.
Super Reliable Cloud Native Data Processing Using Apache Spark and Cloud Shuffle Manager
Enhance Apache Spark's reliability on Kubernetes with Cloud Shuffle Manager, enabling fault tolerance and cost savings through Spot Instances while maintaining performance for large-scale data processing.
The Data Pipelines Behind Forest Carbon Credits - Why Pachama Uses Flyte to Orchestrate Workflows
Explore how Pachama uses Flyte to manage complex data and ML pipelines for transparent forest carbon credit computation, including workload management, configuration, and lessons learned.
Rook - Introduction and Deep Dive with Ceph Storage
Explore Rook, a cloud-native storage operator for Kubernetes, and its integration with Ceph. Learn about block, file system, and object storage solutions for production environments.
OCI as a Standard for ML Artifact Storage and Retrieval
Explore how OCI's artifact distribution specification addresses ML asset management challenges, focusing on consistency, efficiency, provenance, and governance in Bloomberg's Data Science Platform.
Empowering Developers with Easy, Scalable Stream Processing on Kubernetes
Explore scalable stream processing on Kubernetes with Numaflow, an open-source framework enabling easy, cost-efficient data analytics for various engineering roles, powering large-scale operations at Intuit.
Fluent Bit v3 - Unified Layer for Logs, Metrics and Traces
Explore Fluent Bit v3's unified approach to logs, metrics, and traces. Learn integration with OpenTelemetry and Prometheus for enhanced observability in cloud-native environments.
Document Your Career Path with Kubernetes SIG Docs
Learn how contributing to Kubernetes documentation can shape your career in open source. Discover impactful ways to contribute, hear from industry experts, and explore opportunities for growth in the cloud native ecosystem.
Production-Ready AI Platform on Kubernetes
Explore best practices for building scalable AI/ML platforms using cloud-native technologies like Kubernetes, Kubeflow, and KServe. Learn to tackle challenges in MLOps and large model inference systems.
Savoir Faire - Cloud Native Technical Leadership
Explore cloud native technical leadership with industry experts. Learn key strategies, best practices, and insights for effective leadership in the evolving cloud native ecosystem.
Connecting Thanos to the Outer Rim via Query API
Explore Thanos' new Query API feature for connecting to managed Prometheus solutions, enabling global querying across diverse data sources and unlocking innovative use cases in cloud-native monitoring.
Workflows of Highly Functional App and Data Engineering Teams
Explore enterprise data engineering principles: schema management, standards enforcement, testing, and automated deployment. Learn strategies for handling change, observability, and quality at scale.
The Power of Cultural Change: A 186-Year-Old Turnaround Story - YOW! 2018
Explore a corporate reboot and cultural transformation at a 186-year-old company. Learn how embracing change and fostering innovation can revitalize an organization and drive success.
Bringing CI/CD Practices to Machine Learning with MLOps
Learn how to apply CI/CD practices to machine learning pipelines, enhancing model development from data exploration to deployment for better, faster results in MLOps.
Transforming Data Science at PepsiCo - The Kubeflow Revolution
Explore PepsiCo's data science transformation using Kubeflow, addressing challenges in model reproducibility and enhancing efficiency, collaboration, and scalability in machine learning workflows.
How to Reach 100k+ People with Code and Content - Developer Advocacy and Growth Strategies
Insights from a developer advocate on content creation, career growth, and leveraging social media. Learn about Docker, DevRel, and strategies for personal and professional development in tech.
Work and Education - Navigating the Future
Explore the future of work and education with insights on adaptability, continuous learning, and agile methodologies from an experienced IT professional and educator.
Docker for Machine Learning, AI, and Data Science - DockerCon 2023 Workshop
Comprehensive workshop on containerizing and deploying generative AI models, covering fine-tuning techniques, multi-modal use cases, and building a complete GenAI vertical using Docker.
Invoice Ninja - Open Source Self-Hosted Invoicing and Accounting Software
Explore open-source invoicing software with powerful features for self-hosted accounting. Learn installation, configuration, and user interface overview in this comprehensive tutorial.
Managing AI Costs and Maximizing ROI
Strategies for managing AI cloud costs, optimizing infrastructure, and maximizing ROI in AI initiatives. Learn from industry experts about cost-effective approaches for profitable AI products and services.