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Smart Appliance Fault Detection Analysis chandanrjit 2026-07-10 1. Dataset Overview The dataset pedromchaves/dataset-test contains vibration and current sensor readings from washing machines across multiple wash cycles. The goal is to analyse signal patterns across different fault conditions: normal operation, heating failure, and bearing failure. labels <- read.csv(“stream_labels.csv”) cat(“Total sessions:”, nrow(labels), “\n”) ## Total sessions: 93 … Read more

Lessons from Building High-Performance Digital Platforms at Emirates — and Why They Matter Again In 2019, the business posed a very clear challenge to us: Make the Emirates Airline landing page the fastest in the airline industry. At the time, this wasn’t framed as a “technical improvement.” It was a business-critical initiative driven by customer … Read more