PariyaPl

PariyaPl's Stars

• AraSadz/Exploring-Clustering-Methods-Using-Credit-Card-Dataset

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

  Language:Jupyter Notebook4

• AraSadz/Medical-Insurance-Premium-Price-Prediction-Linear-Regression-Approach

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

  Language:Jupyter Notebook51

• AraSadz/Exploratory-Data-Analysis-EDA-Used-Car-Dataset

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

  Language:Jupyter Notebook3

• AraSadz/Exploring-Classification-Methods-Music-Genre-Classification

  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 classification methods are applied on our dataset. Subsequently, we consider boosting and stacking of the obtained models to improve the classification performance. Lastly, model interpretability is considered and explored for the final proposed model.

  Language:Jupyter Notebook4

• AraSadz/Imbalanced-Classification-Using-Lending-Club-Loan-Data

  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 Lending Club Loan Data to illustrate the available methods.

  Language:Jupyter Notebook4

• AraSadz/Image-Classification-Using-Transfer-Learning-10-Monkey-Species

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

  Language:Jupyter Notebook3

• AraSadz/Time-Series-Forecasting-Household-Electric-Power-Consumption

  Language:Jupyter Notebook3