Project 2

Analyzed socio-economic and health factors of countries to identify those needing humanitarian aid. Applied Principal Component Analysis (PCA) to reduce dimensionality and retain 87% of the data's variance. Used K-Means Clustering and Hierarchical Clustering to classify countries into clusters based on similarity. Visualized…

Here are the accuracy results for each model in predicting heart disease:Logistic Regression: 81.5%K-Nearest Neighbors: 70%Support Vector Machine: 55%Decision Tree Classifier: 98%Random Forest Classifier: 99.5%Both the Decision Tree and Random Forest classifiers achieved the highest accuracy. This suggests these models…

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Project 2 - Supply and Demand Gap AnalysisAim The aim of this project is to collect and analyse the data in detail of the Pickup point of the Airport and City Request id in Uber Request Data.   Introduction Uber provides the 2016 data. By using this data find out the demand and supply Analysis gap of the cab.…

COVID-19 Vaccinations Trend Analysis table of content: -   Aim Introduction Problem statement Methodology Analysis (Data sheets pertaining to it) Insights Recommendation’s. Conclusions Aim The aim of this project is to analyses the data in detail on vaccinated people and fully vaccinated people by country…

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 full data set is not loading in my system that why i work on few records.

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Create VBA Code to convert selected data into pdf from applicant data Sub PrintSelectionToPDF() Dim ThisRng As RangeDim strfile As StringDim myfile As Variant If Selection.Count = 1 ThenSet ThisRng = Application.InputBox("Select a range", "Get Range", Type:=8)ElseSet ThisRng = SelectionEnd Ifstrfile = "Selection" & "_"…

file providing below..