Containerized Microservice Continuous Delivery to AWS App Runner with FastAPI
Deploy containerized microservices using AWS Cloud9, ECR, App Runner, and FastAPI. Learn continuous delivery architecture, build and test APIs, set up ECR, and implement automated deployment with AWS CodeBuild.
MLOps Platforms From Zero - Databricks, MLFlow-MLRun-SKLearn
Comprehensive guide to building MLOps platforms using Databricks, AutoML, SKLearn, and AWS. Covers end-to-end process from project setup to model deployment, including CI/CD, experimentation, and containerization.
Learn to Containerize Algorithms and Deploy to AWS with App Runner
Master containerization and AWS deployment of algorithms, from greedy solutions to microservices. Hands-on with FastAPI, GitHub Actions, AWS App Runner, and ECR for efficient cloud-based development and deployment.
Data Science Your First Day
Learn essential data science skills: GitHub, Colab, data analysis, visualization, and CI/CD. Hands-on practice with real-world datasets and tools for efficient workflow and collaboration.
Pytest Master Class
Master Python testing with Pytest, covering DevOps, CI/CD, cloud environments, and advanced techniques. Learn to build and test robust applications using Flask, Click, and various testing strategies.
MLOps Crash Course for Beginners
Learn to create and deploy reproducible MLOps pipelines, covering key concepts like continuous training, drift detection, and model deployment for real-world data science value beyond Jupyter notebooks.
Kubernetes Observability Stack - How to Use TOBS with Linode LKE
Learn to deploy and use TOBS (The Observability Stack) on Linode Kubernetes Engine, exploring key monitoring tools like Prometheus, Grafana, and TimescaleDB for enhanced cluster observability.
Test Your Bicep Code by Using GitHub Actions
Enhance Azure deployments using GitHub Actions: validate Bicep code with linting, preflight checks, and what-if operations. Learn to test resources post-deployment for robust CI/CD workflows.
Authenticate Your Azure Deployment Workflow by Using Workload Identities
Explore workload identities for secure Azure deployment authentication. Learn to create, link, and configure identities for GitHub Actions workflows, enhancing your Azure resource management.
Cloud Native Azure Services and Best Practices - Microsoft Reactor Berlin Sessions
Explore Azure services, cloud-native best practices, and real-world applications through expert-led sessions on domain-driven design, security automation, Kubernetes, static web apps, and infrastructure as code.
Build Real-World Python Microservices with Continuous Delivery From Zero
Learn to build Python microservices with continuous delivery, covering project setup, testing, CLI creation, FastAPI, containerization, and AWS deployment for real-world applications.
Continuous Delivery of Global Scale Hugo Static Site on AWS
Learn to deploy a globally scalable Hugo static site on AWS using continuous delivery, covering GitHub, Cloud9, S3, and CloudBuild for efficient and automated website management.
MLOps Masterclass - Theory to DevOps to Cloud-Native to AutoML
Comprehensive guide to MLOps: from theory to implementation, covering DevOps, cloud-native solutions, and AutoML. Learn to build, deploy, and manage machine learning systems across various platforms and technologies.
AI & ML Workflows with Kubernetes
Explore strategies to accelerate and automate AI/ML workflows using Kubernetes, leveraging open-source tools like Jupyter Notebooks and TensorFlow for efficient development and deployment.
Developer Keynote - GitHub Actions
Explore GitHub Actions for SAP development and DevOps, covering terminology, workflows, org-level features, and practical examples to enhance your automation capabilities.
VSCode Development Using Remote - WSL
Explore remote container development in VSCode using WSL2 for SAP Cloud Application Programming Model. Set up a Linux environment, install dependencies, and debug in a pure Linux setting on Windows.
Deploy SAP Cloud Application Programming Model to SAP Cloud Platform - Kyma Runtime
Learn to deploy a Cloud Application Programming Model app to SAP Cloud Platform's Kyma runtime. Covers setup, dockerization, and deployment, with focus on environment configuration and troubleshooting.
Running WebAssembly Applications on Kubernetes with WasmEdge - Mirantis Labs Tech Talks
Explore WebAssembly deployment on Kubernetes using WasmEdge, with live demos on creating, compiling, and running Wasm modules in slim containers, plus insights on use cases and tools.
Docker and PostgreSQL in 10 Minutes
Learn to use Docker with PostgreSQL, spin up database instances, and connect from local environments and Spring Boot applications in this hands-on tutorial.
Kubernetes Architecture Explained
Explore Kubernetes architecture, including Control Plane and Worker Nodes. Learn about cluster components, pods, and deployment strategies for efficient container orchestration.
Docker, Postgres, and DataGrip Tutorial
Learn to set up Docker containers for PostgreSQL, connect using psql, and integrate with DataGrip IDE for efficient database management and development.