Emerging Threats and Countermeasures ITS 834/Organization Leader and Decision Making ITS 630
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Week10_Datasets_by_Usha.pptxDatasets using R-Studio
Usha Rani Singh
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Datasets for cars
Dataset is a collection of related information which is useful to analyze data and derive the outputs
The dataset contains information in various forms, and it isn't straightforward for the analyzer to extract the data and present it to the business
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Preparing Dataset for cars
Preparing and analyzing the dataset is very important for any threat information, which helps to provide accurate data
We have to consider the data which provide more value or relevant for the problem
Categorize the data into regression, classification, clustering, and ranking
It is difficult to establish data collection mechanism and data is scattered into various forms and departments
We have to make consistency in the data
Data sample has been reduced, and at the same time it should consist of the required information
Preparing Dataset for cars
We have to clean the data so that the processing time will be faster and accurate
Complex datasets have to be decomposed into multiple parts
Data normalization has to be performed to improve the quality of the data
R Studio for dataset
Pie Diagram for data set
ggplot_1 for dataset
ggplot_2 for data set
ggplot_3 for dataset
Dataset used
Thank you!
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Microsoft Excel Worksheet
Microsoft
Excel Worksheet
