Pinned

1. Hate-Speech-Detection-Model Hate-Speech-Detection-Model Public

   A sentiment analysis project in which I compared the performance of three ML models (Random forest, XGB, and Logistic regression) on twitter data. I analyzed the data, did cleaning and visualizati…

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2. Diabetes-prediction-model Diabetes-prediction-model Public

   Prediction of diabetes at an early stage can lead to improved treatment. Data mining techniques are widely used for prediction of disease at an early stage. In this research project, diabetes is pr…

   Jupyter Notebook 1

3. Multiple-Linear-Regression-models-for-Housing-Price-Prediction Multiple-Linear-Regression-models-for-Housing-Price-Prediction Public

   A project on evaluating the factors affecting the price of housing, and a model for predicting the price of housing based on the variables presented.

   Jupyter Notebook

4. Africa-financial-dataset-analysis Africa-financial-dataset-analysis Public

   Detailed exploratory and statistical analysis to determine Which individuals are most likely to have or use a bank account in Africa where despite the proliferation of mobile money and the growth o…

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5. KNN-Classifier-to-determine-if-passenger-on-the-titanic-survived-or-not KNN-Classifier-to-determine-if-passenger-on-the-titanic-survived-or-not Public

   Model that determines if passengers named in the titanic dataset survived or not bearing in mind that although there was some element of luck involved in surviving the sinking, some groups of peop…

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6. Random-Forest-model-to-predict-which-phobia-people-are-susceptible-to Random-Forest-model-to-predict-which-phobia-people-are-susceptible-to Public

   Model that predicts what phobia a person is susceptible to based on factors such as level of happiness, gender, loneliness, age and internet usage, whether they're an only child,

   Jupyter Notebook