Self-Healing Systems Courses and Certifications

The ASF

When Hardware Fails, Ozone Prevails: Self-Healing Capabilities in Apache Ozone

Explore Ozone's self-healing capabilities for managing massive data storage, from single bit flips to complete node failures, ensuring data integrity at every stage.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Code Sync

Self-Healing Software Using Autonomous LLM Agents

Explore how Elixir and GPT-4 combine to create autonomous error-correcting systems, featuring runtime code evolution and AI-driven processes for real-time software healing and maintenance.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

NashKnolX

Building Resilient Software: A Deep Dive into Self-Healing Test Automation Frameworks

Explore self-healing test automation's intelligent algorithms, dynamic element identification, and machine learning for resilient software in dynamic environments.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

USENIX

Blast Radius Reduction for Large-Scale Distributed Systems

Explore advanced isolation techniques and resilience strategies for containing failures in large-scale distributed systems, focusing on spatial containment and temporal mitigation approaches.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

MLOps.community

Cleric AI SRE - Towards Self-healing Autonomous Software

Explore how AI-powered Site Reliability Engineers can autonomously monitor, diagnose, and repair complex distributed systems, revolutionizing software operations and reliability.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Data Science Conference

Automation of the Automation using GenAI

Discover how GenAI can automate QA tasks by creating page objects, locators, and smoke tests for REST API services, with insights on integrating code generation and self-healing capabilities to enhance test automation workflows.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Stability in Large Model Training - Practices in Software and Hardware Fault Self-Healing

Discover automated fault recovery techniques for large-scale GPU clusters training trillion-parameter AI models, achieving 98% availability through self-healing systems.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

AWS Events

BT Network Transformation with Generative AI

Discover how BT is transforming their telecom network into an AI-powered, self-healing system through data-driven innovation, upskilling teams, and partnership with AWS to achieve autonomous network operations.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

1000 Clusters, 1 Brain - Salesforce's Approach to Self-Healing Using AIOps

Discover how Salesforce uses AI-powered multi-agent systems to automatically heal and manage 1,000+ Kubernetes clusters, reducing downtime through intelligent diagnosis and remediation.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

OpenInfra Foundation

Cloud-Native Computing - When the Infrastructure Becomes an App

Explore how infrastructure can become truly cloud-native by running as an app, using Kubernetes, OpenStack, and operators for self-healing, auto-updating systems.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Devoxx

Self Healing Rollouts - Automating Production Fixes with Agentic AI and Argo Rollouts

Discover how to integrate Agentic AI with Argo Rollouts for self-healing Kubernetes deployments that automatically diagnose failures, implement fixes, and create pull requests.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Tech Field Day

What Would You Send a Cloud Scout to Fix - De-risking AI and Technology Adoption

Discover how embedded Cloud Scout engineers help teams move beyond reactive fixes to build self-healing infrastructure and predictive testing frameworks for faster innovation.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Conf42

Prompt-Driven Self-Healing Data Pipelines with Reinforcement Learning

Discover how to build autonomous data pipelines that self-heal using reinforcement learning and prompt engineering techniques for intelligent data integration systems.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Red Hat Ansible Automation

Ansible Automation Platform - Splunk with Event Streams

Discover how Splunk and Red Hat Ansible create intelligent, automated workflows responding to infrastructure in real-time through Event-Driven Ansible integration.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Conf42

AI-Driven ETL Evolution - Building Intelligent Data Pipelines with Machine Learning

Explore AI-enhanced ETL pipelines with intelligent extraction, ML-powered transformation, and self-healing capabilities for modern data processing challenges.

• YouTube
• 12 minutes
• Self-Paced
• Free Video