The Azure Machine Learning Service - Introduction
Explore Azure ML Service's features for scaling, automating, and deploying machine learning pipelines. Learn how it enhances the data science process and addresses key challenges.
Running Linux Apps on Windows - How and Why?
Explore running Linux apps on Windows with WSL, covering Windows Terminal, Docker, and GUI applications. Learn about system architecture, performance, and practical use cases.
Deploying Apache Spark Jobs on Kubernetes with Helm and Spark Operator
Learn to deploy Scala Spark jobs on Kubernetes using Helm and Spark Operator. Live coding demo shows scalable, flexible deployments with minimal custom configurations for stress-free implementation.
Cloud-Native Apache Spark Scheduling with YuniKorn on Kubernetes
Explore cloud-native Apache Spark scheduling on Kubernetes using YuniKorn. Learn about efficient resource management, quota handling, and auto-scaling for large-scale Spark jobs in cloud environments.
Running Apache Spark Jobs Using Kubernetes
Learn to run Apache Spark jobs on Kubernetes, unifying analytics and data science on a cloud-native architecture. Discover how this approach simplifies infrastructure, enables on-demand deployment, and eliminates big data cluster overhead.
Automate and Deploy Jupyter Notebooks with GitHub Actions - MLOps
Learn to automate and deploy Jupyter notebooks using GitHub Actions, enhancing your MLOps workflow and streamlining the process of productionizing data science projects.
Elasticsearch & Kibana on Docker - October 2022, Elasticsearch 8.4
Hands-on guide to setting up and using Elasticsearch and Kibana on Docker. Covers installation, configuration, data management, querying, visualization, and dashboard creation.
Introduction to Fluentd and Fluent Bit for Log Collection and Stream Processing
Explore Fluentd and Fluent Bit for efficient log collection and stream processing in Kubernetes. Learn deployment, configuration, and practical applications for enhanced observability.
Introduction to Grafana - Data Visualization and Analytics
Learn to install, configure, and use Grafana for data visualization and analytics. Explore metrics, build dashboards, set up alerts, and import community dashboards in this comprehensive introduction.
Introduction to Kubeflow and Machine Learning on Kubernetes
Comprehensive introduction to Kubeflow 1.3, covering its new features and guiding users through running data science workloads on Kubernetes. Includes hands-on examples and practical deployment techniques.
FreeScout - Open Source, Self Hosted Team and Client Communication Based on Team Email Access
Learn to install, configure, and use FreeScout, an open-source team communication tool, with Docker and NGinX Proxy Manager for efficient email-based support management.
Process Testing with Camunda
Learn best practices for automated testing of process applications using Camunda BPM, including unit testing, assertions, test coverage, and system integration mocking, with live demos and Q&A.
Digital Onboarding Microservices Platform With KYC & Electronic Signature
Explore a multi-tenant microservices platform for digital onboarding, featuring KYC and e-signatures. Learn about dynamic API generation and mass-producing personalized workflows for financial services.
Apache Camel K - Build and Deploy on Kubernetes
Discover Apache Camel K's rapid development capabilities for Kubernetes, featuring custom operators, resources, and build image reuse for lightning-fast application deployment and updates.
Start the Machine Learning Lifecycle with MLOps - Learn Live
Discover best practices for managing the machine learning lifecycle using MLOps. Explore collaboration, model creation, monitoring, and incident response in this informative session.
Training and Ensuring Reliability of ML Models - The Power of ArgoCD, Flyte, and Argo Workflows
Explore Wolt's approach to reliable ML model training and deployment using ArgoCD, Flyte, and Argo Workflows. Learn strategies for scalability, consistency, and collaboration in ML operations.
Our Journey Through Cloud-Native as Mentee and Mentor
Explore mentorship in cloud-native communities through personal experiences. Learn how to start your journey as a mentee or mentor, overcome challenges, and advance in the field.
Smarter Golden Signals - Using AIOps for Kubernetes Cluster Monitoring
Explore open-source AIOps for Kubernetes metrics, reducing alert fatigue and improving incident detection using numalogic for real-time anomaly detection without AI/ML expertise.
Paved Paths Leading the Way to Compliance - Building an Internal Compliance Platform
Explore how Lunar builds an internal compliance platform using Backstage, enabling developers to meet banking industry requirements through dynamic documentation and secure defaults.
Selling the Unknown: Articulating the Business Value of New OSS Technology
Learn strategies for articulating the business value of new open-source technologies, focusing on constructing compelling narratives and adapting to changing contexts in cloud-native environments.
Rook - Introduction and Deep Dive with Ceph Storage
Comprehensive introduction to Rook, a cloud-native storage operator for Kubernetes. Explore how Rook integrates Ceph with Kubernetes to provide stable block, file system, and object storage for production data.