Failure Analysis Courses and Certifications

Open Compute Project

INSPECT - Data Analysis Tool for Proactive Link Failure Detection on Meta's AI Infrastructure

Discover INSPECT, Meta's ML-powered tool for predicting link failures in AI infrastructure by analyzing SerDes parameters across 100K+ clusters to prevent downtime.

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

Principles of System Reliability

Master essential principles and practices of system reliability engineering, from modeling and analysis to testing, evaluation, and management for ensuring product performance and preventing failures.

• XuetangX
• On-Demand
• Free Online Course

Master SAP Asset Performance Management's core features, from implementation and risk assessment to AI capabilities, condition monitoring, and analytics integration.

• SAP Learning
• 8 hours
• On-Demand
• Free Online Course

Algorithmic Accountability - Designing for Safety

Explore algorithmic accountability in vital services, emphasizing design strategies for safer AI systems and the importance of human oversight in planning, monitoring, and failure analysis.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

GDC

Making Marketing Mistakes

Victoria Tran shares insights on embracing and learning from marketing mistakes in game development, offering strategies for accountability and growth in the face of inevitable failures.

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

GDC

All Systems No - Learning from the Doomed Launch of Brigador

Dissection of Brigador's development and launch, analyzing marketing and design missteps to provide valuable insights for game developers seeking to avoid similar pitfalls.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Conference Talk

Weld.com

AWS Advanced Motorsports Seminar: 4130 Chrome Moly Welding Techniques

Advanced seminar on welding 4130 Chrome Moly for motorsports and aerospace applications. Covers material properties, critical mistakes, stress analysis, and design considerations to prevent weld failures in high-stress environments.

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

Yannic Kilcher

Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Explore Parti, a groundbreaking autoregressive text-to-image model. Learn about its architecture, datasets, experimental results, and capabilities in generating realistic, accurate images from text prompts.

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

Tech with Tim

5 Lessons from a Failed Tech Startup

Discover 5 crucial lessons from a failed tech startup. Learn from real experiences to avoid common pitfalls and increase your chances of success in the tech industry.

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

NPTEL;  IISc Bangalore

Stochastic Structural Dynamics

Comprehensive exploration of probability, random variables, processes, and vibrations in structural dynamics, covering theory and applications in earthquake engineering and system failure analysis.

• YouTube
• 1 day 13 hours
• On-Demand
• Free Video

Quantifying Failure - Understanding Patterns and Predictors of Setbacks

Explore the science of failure and its quantification with Dashun Wang. Gain insights into measuring, understanding, and leveraging setbacks for future success in various fields.

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

Cooper

Infosec and Failure

Explore common failures in infosec, their causes, and lessons learned with reverse engineer Ange Albertini. Gain insights to improve your cybersecurity practices and avoid pitfalls.

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

GOTO Conferences

Troubleshooting Tiered Tragedy - A Peek Into Failure

Explore real-world distributed system failures and troubleshooting processes. Learn about failure modes, system anatomy, and key lessons for effective problem-solving in complex environments.

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

Hackaday

Steve Collins - When Things Go Wrong in Space

Explore NASA's strategies for handling spacecraft malfunctions, from hardware redundancy to complex problem-solving, with real-world examples from various space missions.

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

Databricks

Tackling Scaling Challenges of Apache Spark at LinkedIn - Infrastructure Optimization and User Productivity

Explore LinkedIn's journey scaling Apache Spark, addressing infrastructure challenges, optimizing resource management, and enhancing user productivity through automated analysis and efficiency improvements.

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