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Employee-Attrition-and-Department-Prediction
Employee-Attrition-and-Department-Prediction PublicThe purpose of this project is to develop a machine learning model that predicts employee attrition (whether an employee will leave the company) and department assignment (which department an emplo…
Jupyter Notebook
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Spam-Email-Detection-ML
Spam-Email-Detection-ML PublicThe purpose of this project is to develop and compare two machine learning models to detect spam emails. Spam detection is a crucial task in email filtering systems to protect users from unwanted a…
Jupyter Notebook
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CryptoClustering
CryptoClustering PublicThis project aims to cluster various cryptocurrencies based on their market performance using machine learning techniques. The analysis involves several key steps: normalizing the data, reducing it…
Jupyter Notebook
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Disease_Prediction_App
Disease_Prediction_App PublicThe Disease Prediction Project uses AI/ML to predict diseases based on selected symptoms, designed for low-resource communities. It delivers fast, accurate predictions using a MLP model, offering t…
Jupyter Notebook
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ai-case-study
ai-case-study PublicDiscover how Simply Homes is using AI to revolutionize affordable housing, raising $22m in funding to address the pressing issue of homelessness. With a focus on underserved communities, they're re…
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sms_spam_detector
sms_spam_detector PublicThe purpose of this project is to build a machine learning model to classify SMS messages as either "spam" or "ham" (not spam). Using TF-IDF vectorization and LinearSVC, it reads an SMS dataset, tr…
Jupyter Notebook
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