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  1. Projeto_Oficina_Integracao Projeto_Oficina_Integracao Public

    Real-time beverage stock monitoring system for high-end bars, using ESP32, camera, scale, and a Vue.js web interface with Python-based Rest API.

    Python

  2. KNN_Iris KNN_Iris Public

    Implementation of K-Nearest Neighbors (KNN) algorithm from scratch using the Iris dataset, with performance optimizations and comparisons.

    Jupyter Notebook

  3. NearestCentroidClassifierForIris NearestCentroidClassifierForIris Public

    Implementation of a Nearest Centroid Classifier using the Iris dataset. Includes manual distance calculation and performance evaluation.

    Jupyter Notebook

  4. EDA_Iris_Dataset EDA_Iris_Dataset Public

    Exploratory Data Analysis using the Iris dataset. Includes 1D and 2D Gaussian estimation and scatter plots.

    Jupyter Notebook

  5. LDA_QDA_Iris_Dataset LDA_QDA_Iris_Dataset Public

    Implementation of LDA and QDA classifiers using the Iris dataset. Includes data normalization, training, testing, and accuracy measurement.

    Jupyter Notebook

  6. WeatherPrediction WeatherPrediction Public

    This project focuses on predicting the weather for the next day using a classification model. Both RandomForest and GradientBoosting classifiers were tested with grid search for hyperparameter tuni…

    Jupyter Notebook