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Data-science-Project-1
Data-science-Project-1 PublicCode for a histogram to visualize the distribution of genders in a population.
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Data-science-project-2
Data-science-project-2 PublicData cleaning and exploratory data analysis (EDA) on a dataset and the relationships between variable, patterns and trends in the data.
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Data-science-project-3
Data-science-project-3 PublicUsing decision tree classifier for prediction of a customer weather they purchase a product or service based on their demographic and behavioral data. through a dataset from kaggle.
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Data-science-project-4
Data-science-project-4 PublicCode for sentiment patterns in social media data to understand public opinion and attitudes towards specific topics or brands.
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Monte-Carlo-Simulation
Monte-Carlo-Simulation PublicThe simulation is implemented using the C programming language for efficient computation, while Python is used to plot graphs and analyze the results.
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Loan-Prediction-System
Loan-Prediction-System Publican extensive examination of machine learning, focusing on two key models: Decision Trees and Naive Bayes, applied to loan prediction. It investigates the efficacy of these algorithms across differe…
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