Popular repositories

1. recommendation-system-project recommendation-system-project Public

   In this project, a Recommender System is built from 2 popular methods which are Content Based Filtering (Gensim and Cosine Similarity algorithms) and Collaborative Based Filtering (Alternating Leas…

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2. customer_segmentation customer_segmentation Public

   Different unsupervised machine learning algorithms such as RFM, K-means, Spectral Clustering, GMM etc are used to classify customers into different meaningful clusters of customers.

   Jupyter Notebook 1

3. avocado_price_prediction avocado_price_prediction Public

   A variety of regression models (such as Random Forest, XGBoost, LightGBM) and time-series models (like Arima, Prophet, HoltWinters) are utilized to predict average price of avocados.

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4. counting_cars counting_cars Public

   Counting cars on highways in videos is conducted by using the pre-trained YOLO4 multiple object detection algorithm (which is a deep learning model) with OpenCV and the centroid tracking algorithm.

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5. TMDB_movie_analytic_project TMDB_movie_analytic_project Public

   Very detailed exploratory data analysis is executed on the dataset. Univariate and bivariate analysis using ANOVA and Chi-Squared Test between continuous and categorical variables are explored to f…

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6. airline_ontime_performance_project airline_ontime_performance_project Public

   Different feature selection methods like SVD, SelectKBest, RFE are used to choose best features, then different machine learning algorithms like Random Forest, Gradient Boosting Tree, XGBoost toget…

   Jupyter Notebook 1