ISO 26262 Academy · Learning path · open to read
AI & Machine Learning Safety Engineer
ISO 8800 and SOTIF for learned functions: arguing a component you did not specify line by line.
- 5 weeks
- 18 items
- 17 hours
- 0 free with an account
Career Path gives you an assessment and a roadmap based on your experience and goals. This track is the fixed schedule for one role.
The schedule
Week by week.
Guides, practice and checks in the order they build on each other. Open a guide to see what it covers; each item shows every plan that includes it.
- Week 1Functional safety foundations → Safety-aware machine learning3h 53m
- QuizCalibration: foundations12 questions20mPro plan pricingExpert plan pricing
- ReadSafety-aware machine learning (ISO 8800)1h 5mExpert plan pricing
- QuizQuiz: ML safety lifecycle10 questions18mPro plan pricingExpert plan pricing
- ReadSOTIF for the functional safety engineer2h 10mPro plan pricingExpert plan pricing
- Week 2SOTIF for learned functions → Perception as a safety function3h 50m
- ReadAV safety in practice (part 2 of 2)Second half: machine learning in the loop, validation targets and residual risk.1h 45mPro plan pricingExpert plan pricing
- QuizQuiz: SOTIF for ML12 questions20mPro plan pricingExpert plan pricing
- ReadPerception system safety1h 45mExpert plan pricing
- Week 3Perception as a safety function → Running ML safely on the vehicle3h 26m
- ReadSafety analyses compared30mExpert plan pricing
- QuizQuiz: perception safety10 questions18mPro plan pricingExpert plan pricing
- ReadMulti-core safety architectures1hExpert plan pricing
- ReadHypervisors & mixed criticality1hExpert plan pricing
- ReadFreedom from interference20mExpert plan pricing
- QuizQuiz: ML platform10 questions18mPro plan pricingExpert plan pricing
- Week 4Assuring a learned system3h 5m
- Week 5Assuring a learned system2h 45m
- ReadGSN: goal structuring notation1h 35mExpert plan pricing
- SimulatorSimulator: build a safety case in GSN50mPro plan pricingExpert plan pricing
- QuizQuiz: assurance12 questions20mPro plan pricingExpert plan pricing
Templates
48 work-product templates come with this path
Ready-to-adapt documents matched to the modules above. Reference material, not extra hours on your schedule.
Start this path
Week one starts with a free account.
The free plan opens the first items on every track: one full concept guide, 3 templates, 1 process, the Markov and RBD simulators and 5 practice exams a month. Pro and Expert unlock the rest of the schedule.