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1. Medical-Insurance-Premium-Price-Prediction-Linear-Regression-Approach Medical-Insurance-Premium-Price-Prediction-Linear-Regression-Approach Public

   A notebook to predict the medical premium price using a linear regression model

   Jupyter Notebook 5 1

2. Exploring-Classification-Methods-Music-Genre-Classification Exploring-Classification-Methods-Music-Genre-Classification Public

   In this notebook, different classification methods are explored and employed for the music genre classification. At first, data exploration and cleaning is carried out. Then, different classificati…

   Jupyter Notebook 4

3. Exploring-Clustering-Methods-Using-Credit-Card-Dataset Exploring-Clustering-Methods-Using-Credit-Card-Dataset Public

   In this notebook we will explore different approaches for clustering using the credit card dataset available on kaggle.

   Jupyter Notebook 4

4. Imbalanced-Classification-Using-Lending-Club-Loan-Data Imbalanced-Classification-Using-Lending-Club-Loan-Data Public

   In this notebook we explore different methodologies to tackle the imbalanced dataset. Some available sampleres from the imbalanced-learn toolbox are employed for the classification problem. We use …

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5. Exploratory-Data-Analysis-EDA-Used-Car-Dataset Exploratory-Data-Analysis-EDA-Used-Car-Dataset Public

   A notebook for exploratory analysis to visually confirm it is ready for machine learning modeling by feature engineering and transformations.

   Jupyter Notebook 3

6. Image-Classification-Using-Transfer-Learning-10-Monkey-Species Image-Classification-Using-Transfer-Learning-10-Monkey-Species Public

   We utilize Transfer Learning to classify the images. Two pretrained NNs are employed, i.e. MobileNetV2 and Inception V3.

   Jupyter Notebook 3