21 Recent AI Updates in 23 Minutes
Comprehensive overview of recent AI advancements, including new models, tools, and industry developments. Covers a wide range of topics from audio generation to LLM applications and ethical considerations.
Step-by-Step Machine Learning Project Implementation: EDA, Feature Engineering, Selection, and Model Training
Comprehensive guide to implementing a machine learning project, covering data cleaning, EDA, feature engineering, selection, model training, and hyperparameter tuning.
Radicale - Open Source, Self Hosted, Syncing and Shareable Calendars, Contacts, and Events
Learn to set up Radicale, an open-source solution for self-hosted calendars and contacts. This tutorial covers installation, configuration, and integration with calendar applications for seamless syncing.
Self Hosted, Open Source, Collaborative White Board for Teams or Groups
Learn to install and use WBO, an open-source collaborative whiteboard. Covers setup, local installation, collaboration demo, URL configuration, reverse proxy, and SSL implementation.
Popular Rust Iterator Methods
Explore powerful Rust iterator methods for manipulating collections. Hands-on practice with chaining, zipping, filtering, and transforming data using the Iterator Trait functionality.
Rook: Introduction and Deep Dive with Ceph Storage - Kubernetes Cloud-Native Storage
Explore Rook, a cloud-native storage operator for Kubernetes, and its integration with Ceph for robust block, file system, and object storage in production environments.
Spark on Kubernetes: Building an Elastic Service - Apple's Approach
Explore Apache Spark on Kubernetes, focusing on autoscaling challenges and solutions for efficient large-scale data processing in multi-tenant environments with advanced features.
Fluent Bit in 2022: Logs, Prometheus and OpenTelemetry
Explore Fluent Bit's expanded capabilities in observability, covering logs, metrics, and traces collection. Learn to optimize data pipelines using OpenMetrics and OpenTelemetry for efficient production environments.
Hands-on Workshop: Getting Started with Fluent Bit and Metrics with Prometheus
Practical workshop on integrating Fluent Bit with Prometheus for enhanced observability. Learn to collect, send, and visualize metrics using Grafana in a cloud-native environment.
Modernizing Event Emission Infrastructure with Fluent Stack - Asana Case Study
Discover how Asana modernized its event emission infrastructure using Fluent Bit, scaling to 3.5 billion events daily while improving flexibility, performance, and durability.
Building Digital Twins for DFDS With Crossplane and Kubernetes
Explore how DFDS uses Kubernetes-based Digital Twins, Crossplane, and Backstage to manage logistics operations and accelerate software development in a decentralized, distributed environment.
Tower of Babel - Making Apache Spark, Kubeflow, and Kubernetes Play Nice
Explore how Apache Spark, Kubeflow, and Kubernetes can work together to process big data matrices, denoise medical images, and create reproducible ML pipelines for COVID research and healthcare applications.
Cloud Native Mentorship - Tips for Being a Great Mentor to CNCF Students
Discover effective strategies for mentoring CNCF students, fostering inclusive communities, and enhancing communication in open-source projects through real-world experiences and practical tips.
Autoscaling Elasticsearch for Logs on Kubernetes
Explore best practices for autoscaling Elasticsearch on Kubernetes, focusing on efficient load balancing and introducing a new open-source operator for optimal performance.
Jet Energy Corrections with GNN Regression using Kubeflow at CERN
Explore how Kubeflow enables graph neural network-based jet energy corrections at CERN's Large Hadron Collider, improving particle physics research through scalable machine learning workflows.
From Student to SRE - Navigating CNCF Projects and Kubernetes
Discover how a student transformed into a Site Reliability Engineer, mastering CNCF projects like Kubernetes and Linkerd through internship, community engagement, and continuous learning.
Build a Cloud Native Logging Pipeline on the Edge with Fluentbit Operator
Explore FluentBit Operator for efficient cloud-native logging on edge devices. Learn its architecture, design, and implementation on K3s for processing logs in edge and IoT scenarios.
The Future of Reproducible Research - Powered by Kubeflow
Explore the future of reproducible research using Kubeflow, an open-source platform that streamlines data science workflows and enhances scientific collaboration through easily shareable and replicable pipelines.
DevOps in Data Science - What Works and What Doesn't
Explore challenges and solutions in implementing DevOps for data science projects, focusing on balancing ML engineers' needs with data scientists' desire for simplicity using Kubeflow and other tools.
Unlimited Data Science Libraries in One Container Image - Dynamic Environment Modules for Kubernetes
Explore how to leverage environment modules in Kubernetes for data science, enabling dynamic access to thousands of libraries and packages while solving container management challenges.
OSS Documentation Scaling: Common Themes from the CNCF Ecosystem
Explore strategies for scaling open-source documentation, addressing common issues, and improving quality as projects grow. Learn effective tooling, content management, and community engagement techniques.