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Predictive Maintenance Using Deep Learning and Reliability Engineering with Shayan Mortazavi - #540
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Optimization Loops - How Did You Implement Them?
Building this gigantic sort of optimization loop with multiple different hyperparimeters was a big challenge. Getting the best fit there may not necessarily give you a globalthe optimized pat so you may get into a local optimization here. We had to have the human in the lop in order to evaluate the entire optimization. And that was, what is the intuition an engineering domain knowledge in checking whether an abnormality score at system level or assembly level is really an abnormalty based on their experience?
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