Question: Q 4 : Time Series Forecasting ( Refer table 5 ) a . Forecast the flight occupancies for years from 2 0 1 3 to

4

: Time Series Forecasting

(

Refer table

5)

.

Forecast the flight occupancies for years from

2013

2020

using trends, behavior and seasonality.Write Pseudo code for forecasting

.

.

What is difference between classification and clustering? Cluster years in above based on occupancypatterns

.

.

You are getting continuous feeds from news website regarding international updates those impact onoccupancy. You need to develop an algorithm to assess impact of different news on occupancy.Develop an algorithm and explain it

.

.

Can you use incremental learning here for cluster refinement?

.

Which distance measure would you use for this clustering? Why?

.

Explain over fitting and under fitting in the above case

Q 4 : Time Series Forecasting ( Refer table 5 ) a

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