Wikipedia Vector Search Demo with Weaviate
Explore semantic search through Wikipedia using Weaviate, featuring demos of vector search, question answering, and applications in various domains like protein folding and natural language processing.
Deep Learning for Symbolic Mathematics
Explore neural networks solving complex mathematical problems like symbolic integration and differential equations, outperforming traditional Computer Algebra Systems.
Oneway ANOVA
Explore variation splitting using ANOVA, covering model specification, ANOVA tables, and practical applications in food science data analysis.
Multi-Way Analysis - The Algorithm
Explore the alternating least squares algorithm for multi-way analysis, focusing on PARAFAC modeling in chemometrics. Learn about notation, potential problems, and alternative approaches.
Database Fundamentals for Beginners - Database Tutorial
Comprehensive introduction to database concepts, covering normalization, relational databases, SQL, and administration fundamentals. Ideal for beginners preparing for Microsoft certification.
How to Write a MicroK8s Addon
Learn to create and share custom MicroK8s addons, extending Kubernetes functionality for your team or community. Covers architecture, development process, and best practices.
How to Make Epic Movie and Game Titles with AI - Stable Diffusion Tutorial 2023
Learn to create stunning movie and game titles using AI with Stable Diffusion. Master depth-to-image techniques for epic, cinematic results in this easy-to-follow tutorial.
GPT-3 Tutorial: Building Projects for Email Writing and Ad Slogan Generation
Hands-on tutorial exploring GPT-3's capabilities through practical projects, including LaTeX translation, email composition, and ad slogan generation. Covers API setup, model parameters, and unexpected results.
Linux Crash Course for Beginners - KodeKloud
Comprehensive Linux fundamentals covering system administration, file management, user accounts, and security. Includes hands-on labs for practical experience in essential Linux skills and tools.
Arduino WiFi IoT Tutorial - Full Communication From Anywhere in the World - Part 3
Learn to create a global IoT project using ESP8266, SQL database, and PHP. Covers two-way communication, web interface setup, and sending text messages from your Arduino-based devices.
Securing Kubernetes Manifests with Sigstore and Kyverno
Learn to secure Kubernetes resources using Sigstore for signing YAML definitions and Kyverno for verification during admission controls, with real-world use cases for tamper-prevention and approval workflows.
Building a Runbook Automation System for Prometheus and Kubernetes
Learn to automate Kubernetes and Prometheus alerts with Robusta.dev. Discover how to write YAML for self-investigating alerts, enhancing system reliability and reducing manual interventions.
Set Up Your Shell for Kubernetes Productivity
Enhance Kubernetes productivity with essential tools and configurations for efficient terminal usage, from beginners to experts. Includes demos and practical tips for streamlined workflows.
DockerSlim and Kyverno - Enhancing Kubernetes Workload Security
Explore how DockerSlim and Kyverno enhance Kubernetes workload security through container image minification, automated AppArmor and SecComp profiles, and simplified cluster security management.
Wrangling Kubernetes Configuration for Hundreds of Teams
Explore techniques for managing Kubernetes configuration at scale, focusing on Shopify's transition to a modular system and the use of next-generation SIG CLI tools for improved efficiency.
Multi-Branch Pipeline with Argo Workflows and CI/CD Debugging
Explore implementing multi-branch pipelines with Argo Workflows, including a new approach using Argo Events for developer independence and shift-left practices, plus live debugging techniques.
How to Deploy Many Apps to Multiple Clusters Using GitOps and Application Sets
Learn how Adobe scaled GitOps using application sets in Argo CD to efficiently deploy and manage thousands of applications across multiple clusters, avoiding YAML complexity.
Multi-branch Pipeline with Argo Workflows and CI/CD Debugging
Explore implementing multi-branch pipelines with Argo Workflows, including a new approach using Argo Events and live debugging techniques for Kubernetes-native CI/CD.
Empowering Docker with Linked Data Principles
Explore Docker's potential with Linked Data principles for enhanced cloud infrastructure, reproducibility, and data integration using semantic descriptions and RDF models.
Edit, Debug, and Secure the Kubernetes Manifest Lifecycle
Learn to effectively manage Kubernetes manifests through editing, debugging, and securing techniques. Explore best practices, tooling, and templating for optimizing the manifest lifecycle.
Scaling Climate Data for FinTech with an Open Source Data Mesh
Explore how OS-Climate builds an open data platform for climate impact analysis using open-source tools. Learn about data mesh architecture, scalability challenges, and community-driven development.