From Zero to Hero - Building and Deploying an Interactive Game in Go - GopherCon 2023
Learn to build and deploy an interactive game with in-game chat using Golang, then scale it on AWS Serverless for easy sharing with friends.
Terraforming Azure - Beyond the AzureRM Provider
Explore advanced Azure Terraform techniques beyond 'azurerm', including innovative features, Kubernetes integration, and even Minecraft automation. Discover new frontiers in cloud infrastructure management.
Deploy RAG/AI App to AWS Cloud - Step-by-Step Tutorial
Step-by-step guide to deploy a Python RAG/AI project as a scalable, high-performance public API on AWS Lambda, covering FastAPI integration, Docker image creation, and AWS CDK infrastructure setup.
MLflow and Azure Machine Learning - The Power Couple for ML Lifecycle Management
Explore MLflow and Azure Machine Learning integration for streamlined ML lifecycle management, covering versioning, run history, automation, deployment, and CI/CD pipelines in MLOps.
End to End Deep Learning Project Using MLOPS DVC Pipeline With Deployments Azure and AWS - Krish Naik
Comprehensive guide to building and deploying a deep learning project for chicken disease classification using MLOps tools, DVC pipeline, and cloud platforms Azure and AWS.
Using Docker Compose and Kubernetes
Explore Docker Compose's experimental Kubernetes backend, its challenges, and potential for custom tooling in app deployment, viewing, logging, and pod access.
Price Optimisation - From Exploration to Productionising - David Adey, PhD & Alexey Drozdetskiy, PhD
Explore dynamic price optimization using machine learning, from data analysis to cloud deployment. Learn about feature encoding, model selection, efficiency improvements, and practical implementation strategies for revenue growth.
Retro Gaming with Docker - Building Cloud-Hosted DOS Games and BBS Platforms
Explore containerizing and hosting classic DOS games and BBS door games in the cloud using Docker, enabling online retro gaming experiences and innovative uses of container technology.
How to Lose a Container in 10 Minutes - Cloud Security Challenges and Mistakes
Explore common mistakes in container deployments, cloud migration challenges, and real-time container vulnerability demonstration. Gain insights on secure containerization practices and cloud-native security approaches.
ASP.NET Core and Nuxtjs Deployment with GitHub Actions - Tricking Library Ep64
Learn to deploy ASP.NET Core and Nuxtjs apps using GitHub Actions to a Linode VM. Covers build processes, cloud deployment, and CI/CD integration for efficient web application development.
Getting Started with Docker - Hands-on Workshop
Learn to create, manage, and deploy software containers using Docker, covering basics, web app development, dependency management, and cloud deployment in a hands-on workshop.
Dockerize Your Own Game of Thrones API
Learn to create and deploy a dockerized API for Game of Thrones episode information, using Terraform for cloud deployment. Gain practical skills in containerization and infrastructure as code.
Build and Deploy Multi-Container Apps to AWS
Learn to containerize and deploy multi-container applications to AWS using Docker Compose, including Nginx, React, Node.js, and MongoDB. Create CI/CD pipelines for testing and deployment to Elastic Beanstalk.
Running Docker Containers in Azure ACI - Docker Live
Deploy applications to Azure Container Instances using Docker CLI integration. Learn streamlined container deployment in the cloud with enhanced Docker functionality.
Master Jenkins Pipelines - Step-by-Step Tutorial for Beginners
Step-by-step tutorial on Jenkins pipelines, covering Jenkinsfiles, multi-stage pipelines, and practical demonstrations. Learn to build and run pipelines, create CI pipelines, and implement full pipeline deployments.
MLOps - Machine Learning Production Grade Deployment Techniques - One-Shot Tutorial
Learn MLOps techniques for production-grade machine learning deployment across AWS and Azure platforms, including Elastic Beanstalk, EC2, Web Apps, and Docker with GitHub Actions.
Leveraging Unikernels and Kubernetes to Double Cloud Workload Performance
Explore unikernels via Unikraft for efficient cloud deployments: reduced memory usage, faster boot times, higher throughput, and Kubernetes integration, all with VM-level isolation.
Infrastructure as Code - Comparing ARM/Bicep, Terraform, and Pulumi
Explore Infrastructure as Code in Azure: ARM templates, Bicep, Terraform, and Pulumi. Compare approaches, learn pros and cons, and discover when to use each for optimal cloud deployments.
How to Create a Great Local Python Development Environment with Docker
Learn to set up a powerful Python development environment using Docker, covering isolation, multiple services, cloud deployment, and debugging in containers.
Unleashing the GenAI Magic - Building a Chatbot for Traders with Generative AI
Explore the creation of a trader-focused chatbot using Generative AI, covering prompt engineering, Retrieval Augmented Generation, and unconventional tech choices for robust, scalable solutions.
Compliance Does Not Equal Security (Except When It Might Be) - Rob Clark - USENIX Enigma Conference - 2018
Exploring IBM's innovative approach to cloud security, aligning with NIST guidelines to enhance DevSecOps, reduce complexity, and drive security features across platforms and services.