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PYTHON

House Price Prediction

Heart Disease Risk Factors

House Price Prediction

Created a machine learning model using logistic regression to predict the house price based on variables such as location, size, year.

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LinkedIn Jobs Analysis

Heart Disease Risk Factors

House Price Prediction

 Analyzing data analyst jobs posted on LinkedIn to identify industry trends, popular keywords in job description,

top paying industries and job roles, job availability by locations to enhance job applications strategies 

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Heart Disease Risk Factors

Heart Disease Risk Factors

Heart Disease Risk Factors

 Investigating multifactorial influences such as lifestyle, genetics, and medical history to discern key risk factors contributing to increased susceptibility to cardiovascular issues. 

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Loan Approval Analysis

Loan Approval Analysis

Heart Disease Risk Factors

 Identifying impact of various factors such as age, gender, income, employment, and credit history on the loan approval decisions. 

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Amazon Review Analysis

Loan Approval Analysis

Amazon Review Analysis

 Performed sentiment analysis on amazon reviews of toys to distribute reviews as positive, negative and neutral reviews and finding ratings given and keywords of each sentiment.

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USA Real Estate

Loan Approval Analysis

Amazon Review Analysis

 A user-friendly system allowing input submission for obtaining cities with desired property further it provide detailed analysis of selected property in the USA. 

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