A Project Proposal To The Department Of Electronics And Computer Engineering In Partial Fulfillment Of The Requirement For The Bachelor's Degree in Electronics and Communication Engineering.

The instructors are responsible to ensure the smoothness of the classroomactivities alongside with the monitoring the student’s attendance, attention andactivities. Manual observation is a tedious job and affects the whole learningprocess. With the incorporation of IOT devices and computational algorithmsThe collected preliminary data-set from area around Kathmandu valley and thecountry’s major lines are able to map some interesting features and environmentalproxies that are visualised and the patterns and variations in it are explored usingvarious models namely such as Autoregressive integrated moving average (ARIMA),Recurrent neural network (RNN), which worked best for time series database.