Docker Courses

Introduction to Docker

3 reviews

Learn Docker basics, container concepts, key benefits, and Enterprise Edition features in this comprehensive introduction to containerization technology.

• YouTube
• 59 minutes
• On-Demand
• Free Video

FarmOS: Open Source Farm Planning and Data Management with Docker

1 review

Overview of farmOS, an open-source farm planning and data management application utilizing Docker for easier database hosting by farmers. Highlights its role in agricultural technology and data management.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Evolution of Containers at PayPal

1 review

Explore PayPal's journey in containerizing legacy applications, addressing challenges and strategies for seamless Docker adoption in a large-scale enterprise environment.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Dynamic Authorization and Policy Control for Docker Container Environments

1 review

Explore fine-grained policy enforcement in Docker container environments using Open Policy Agent. Learn to balance security requirements with rapid application deployment and developer productivity.

• YouTube
• 47 minutes
• On-Demand
• Conference Talk

How Media Is Made Today - AI and Modern CMS in Journalism

1 review

Explore how AI and modern CMS are revolutionizing media production, featuring insights on GenAI tools, commercializing internal tech, and lessons from Jeff Bezos at The Washington Post.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Computer Vision AI Model Building and Deployment with Docker

Build and deploy computer vision AI models quickly using Navan's no-code platform. Learn to create and implement advanced visual recognition systems efficiently.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Docker Hub APIs and Best Practices for Projects

Explore Docker Hub APIs and best practices for integrating them into your projects in this workshop from the Docker AI/ML Hackathon 2023.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Set Up a Llama2 Endpoint for Your LLM App in OctoAI

Learn to create a Llama2 endpoint in OctoAI for building LLM applications using RAG framework. Covers model cloning, endpoint setup, cost and hardware preferences, and testing in a sample app.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Building a Petabyte-Scale Vector Store - Powering Future AGI

Gain insights for planning and scaling AI applications effectively, focusing on petabyte-scale vector stores to power future artificial general intelligence.

• YouTube
• 48 minutes
• On-Demand
• Free Video

The GenAI Stack - From Zero to Database-Backed Support Bot

Build a GenAI support bot using Docker, Neo4j, LangChain, and Ollama. Learn to create vector embeddings, integrate LLMs with knowledge graphs, and develop natural language Q&A systems.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Streamlining Distributed Graph-based LLM and AI Infrastructure with Docker Extension

Explore graph databases, NebulaGraph, and LLM integration to enhance AI infrastructure. Learn how Docker optimizes development, deployment, and efficiency in AI projects.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Machine Learning Inside the Container - Simplifying ML Workflows with envd

Explore envd, a tool simplifying machine learning workflows in Docker containers. Learn how it enhances reproducibility, isolation, and deployment of ML models using standardized environments and Starlark configuration.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Building the Software Supply Chain on Docker Official Images

Explore Docker's approach to securing the software supply chain, focusing on Official Images and integrating tools like SBOMs, cryptographic signing, and verification for enhanced developer security.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Docker Offshore - Smoothing the Waves of Remote-Location MLOps

Explore how containerization enables wildlife monitoring in offshore wind farms with limited connectivity, showcasing Docker's potential for remote MLOps success.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Viewing Images Through Layered SBOMs

Explore software composition analysis through layered SBOMs, gaining insights into package distribution across Docker image layers for enhanced security and transparency.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk