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AI Tool Used On National Highways May Help States Spot Crash Risks

The proposal comes amid India's continuing road safety challenge. A total of 4,87,707 road accidents claimed 1,77,175 lives in 2024. In 2023, the country had recorded 4,80,583 accidents and 1,72,890 deaths.

AI Tool Used On National Highways May Help States Spot Crash Risks

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Hong Kong’s AI city brain must understand how people really speak

Chief Executive John Lee Ka-chiu’s vision of an “AI city brain” is bold and timely. An integrated system linking data across transport, public works, environmental monitoring and emergency response could help Hong Kong manage risks more proactively and coordinate services more effectively. The initiative is highly commendable.

Day 6: Data Preprocessing — Cleaning the Messy Reality of Enterprise Data

Real-world enterprise data is rarely ready for machine learning. Whether you are analyzing console output from high-performance networking hardware, such as troubleshooting transceiver EEPROM data on…

  • Raw enterprise data is messy and requires cleaning before effective use
  • Steps include handling missing values, managing outliers, and deduplication
  • Proper preprocessing turns chaotic data into clean format for ML algorithms

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