CI/CD with GitHub Actions
Explore CI/CD implementation using GitHub Actions, learning best practices and strategies for efficient DevOps workflows and automation.
Multi-Cloud Deployments with GitHub Actions
Explore multi-cloud deployments using GitHub Actions, enhancing cloud-native strategies for efficient and scalable infrastructure management across platforms.
Automated Testing and Continuous Integration in APL Development
Explore automated testing and continuous integration in APL development using free tools, from basic function testing to GitHub Actions for automatic test runs on commits.
GitHub Actions Step by Step for Beginners
Step-by-step guide to creating and running custom automated workflows using GitHub Actions, covering key concepts and demonstrating practical implementation.
Troubleshooting & Testing - FSDL 2022
Comprehensive guide to testing and troubleshooting ML systems, covering software testing tools, automation, ML-specific testing strategies, and performance optimization techniques.
GitHub Actions with Forked PRs - New Features and Best Practices
Explore advanced GitHub Actions features with Brian Douglas, including fine-grain permissions, cloud environment management, and dependent jobs. Learn to enhance your workflow automation.
Continuous Deployment with GitHub Actions - Introduction to CI/CD Part 4
Explore continuous deployment using Docker and GitHub Actions to automate Raspberry Pi Pico firmware builds, enabling easy distribution of compiled binaries for end-users to flash onto their boards.
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.
End to End NLP Project Implementation With Deployment Github Action - Text Summarization - Krish Naik
Comprehensive guide to implementing an end-to-end NLP text summarization project, covering data processing, model training, evaluation, and deployment using GitHub Actions on AWS.
Taking Action With GitHub Actions - Learn With Jason
Explore GitHub Actions with Brian Douglas: automate workflows, create custom actions, and optimize your development process using this powerful feature.
Making MLOps Uncool Again
Learn to build an automated MLOps workflow using Git, GitHub, and open-source tools, covering the entire ML model lifecycle from data labeling to prediction monitoring.
Resilient DevOps Practices with Code to Cloud Automation
Discover GitHub Actions for Azure to create resilient code-to-cloud workflows, implement governance with Azure Policies, and enhance container security through automated scanning.
GitHub Actions - Branch Protection, Automated Testing - Full Tutorial
Comprehensive tutorial on GitHub Actions, covering workflows, secrets, testing, and productivity enhancements. Learn to set up automated processes and improve development team efficiency.
Git-Based CI-CD for ML
Learn to implement Git-based MLOps for continuous delivery, automating workflows, and enabling collaboration. Explore open-source tools and hosted ML platforms with a live demo on streamlining ML pipelines.
Pwning the CI with GitHub Action Workflows - Security Challenges and Exploits
Explore GitHub Actions vulnerabilities and CI security risks. Learn to identify and mitigate potential exploits in workflows and configurations to safeguard your development pipeline.
Verifiable GitHub Actions with eBPF
Explore eBPF-based solution for securing GitHub Actions pipelines against supply chain attacks, featuring runtime security profiling and build verification techniques.
Securing Self-Hosted GitHub Actions with Kubernetes and Actions-Runner-Controller
Explore secure deployment of self-hosted GitHub Actions runners using Kubernetes and actions-runner-controller. Learn about cluster settings, controller configurations, and runner pod security for regulated environments.
Verifiable GitHub Actions with eBPF
Explore eBPF-based solution for securing GitHub Actions pipelines against supply chain attacks. Learn about runtime security, build profiling, and verification techniques to protect your software development process.
Spicing up Container Image Security with SLSA and GUAC
Explore SLSA and GUAC tools to enhance container image security, verify build provenance, and understand artifact composition for safer deployments in production environments.
Securing CI/CD Systems Through eBPF
Explore eBPF technology for securing CI/CD pipelines, enhancing visibility, ensuring integrity, and preventing malicious activities across various platforms. Learn implementation strategies and real-world applications.
Perform Database Migration Using GitHub Actions & Supabase CLI
Learn to set up a Supabase development environment with GitHub Actions for automated testing and schema changes deployment to staging and production projects.