Failure Analysis Courses and Certifications

Coursera

Optimizing and Deploying Computer Vision Models

Explore techniques to optimize and deploy computer vision models, covering dataset analysis, augmentation, model evaluation, training stability, and reproducible AI workflows for real-world applications.

• Coursera
• 7 hours 18 minutes
• Self-Paced
• Paid Course

Coursera

Process Improvement and Fix Failures

Master root-cause analysis and turn failures into learning opportunities using the 5 Whys technique and lessons learned logs to prevent repeat mistakes and drive continuous improvement.

• Coursera
• 1 hour 33 minutes
• Self-Paced
• Paid Course

Elements of Structures

Master the mechanical behavior of deformable solids through stress analysis, strain calculations, and computational methods to design failure-resistant structural elements.

• MITx Online
• 12 weeks, 10-12 hours a week
• Self-Paced
• Free Online Course

HumbleMechanic

V10 TDI VW Engine Teardown and Failure Analysis

1 rating

Delve into a detailed teardown and analysis of Volkswagen's complex V10 TDI engine, examining camshaft failure issues and exploring the intricate engineering behind this remarkable diesel powerplant.

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

NPTEL-NOC IITM

Basics of Materials Engineering

Explore crystal structures, defects, mechanical properties, failure theories, and heat treatments in materials engineering fundamentals from IIT Madras.

• YouTube
• 1 day 3 hours 47 minutes
• Self-Paced
• Free Video

Machine Design : Theories of failure and Design for fatigue

492 ratings at Udemy

Learn about the Theories of mechanical failure and principles of designing for fatigue for mechanical engineering

• Udemy
• 2 hours 50 minutes
• Self-Paced
• Paid Course

NPTEL-NOC IITM

Static Timing Analysis - Part 2: Hold Time Failure and Transparent Latch Design

Analyze hold time failures and maximum delay constraints for flipflop and transparent latch designs in computational datapath subsystems.

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

Design Review Based on Failure Mode - Risk Managment

299 ratings at Udemy

Master TOYOTA's DRBFM methodology to evaluate design changes, predict potential failures, and create more reliable products through systematic risk assessment and problem-solving techniques.

• Udemy
• 3 hours 54 minutes
• Self-Paced
• Paid Course

Electrical Transformers: Testing and Diagnostics

223 ratings at Udemy

Learn all about the practical industry knowledge of Electrical Transformers Testing and Diagnostics with this course!

• Udemy
• 3 hours 47 minutes
• Self-Paced
• Paid Course

Australian Water School

Preventing Pump Failure: Transient Pressure Analysis in Water Systems

Learn to prevent pump failures and pipe damage by analyzing transient pressures in water systems. Includes live demonstration of SURGE modeling software for irrigation and distribution networks.

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

NDC Conferences

Crash and Test Failure Analysis with Regular Expressions for Software Delivery

Discover how regex-based tooling revolutionizes crash analysis and test failure detection in complex hardware environments, improving software delivery and debugging efficiency for video conferencing systems.

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

linux.conf.au

Analysis of FOSS Gaming Failure - A History of PokerSource and Open Source Online Poker

Explore the rise and fall of PokerSource, an open-source online poker system, and learn valuable lessons for FOSS projects competing against proprietary technologies in interactive online systems.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

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
• Self-Paced
• 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
• Self-Paced
• Free Online Course

Application of AI in Reliability Engineering - Prognostics and Systems Health Management (PHM)

Explore AI-driven Prognostics and Health Management (PHM) to predict system failures, manage uncertainty, and enhance reliability and safety across industries like nuclear, aviation, and railways.

• Swayam
• Self-Paced
• Free Online Course