Question 1 of 30
In a smart city initiative, a local government is implementing a network of IoT devices to monitor traffic patterns and optimize traffic light timings. The city plans to use machine learning algorithms to analyze the data collected from these devices. If the city collects data every minute from 1,000 sensors over a 24-hour period, how many data points will be collected in total? Additionally, if the machine learning model requires 80% of the data for training and 20% for testing, how many data points will be allocated for each purpose?
1,440,000 data points collected; 1,152,000 for training and 288,000 for testing
1,440,000 data points collected; 1,000,000 for training and 440,000 for testing
1,440,000 data points collected; 1,200,000 for training and 240,000 for testing
1,440,000 data points collected; 1,000,000 for training and 440,000 for testing

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