Pinned Loading

1. Bayesian_A_B_test Bayesian_A_B_test Public

   Using my background in Bayesian statistics, I carried out a Bayesian A/B testing as an alternative to A\B testing with traditional hypothesis testing. One of the advantages of this approach is its …

   Jupyter Notebook

2. Machine-learning-Random-regression-forests-project Machine-learning-Random-regression-forests-project Public

   Research project on random forests and how can one improve their prediction accuracy for the NASA airfoil learning problem using mathematical analysis

3. Multiclass-classification-using-neural-networks Multiclass-classification-using-neural-networks Public

   Model to classify Reuters newswires into 46 mutually exclusive topics.

   Jupyter Notebook

4. Statistical-Analysis Statistical-Analysis Public

   Statistical Analysis including multiple linear regression, residual diagnostics,....

   R

5. California_house_value_prediction California_house_value_prediction Public

   Predicting the median house value for California districts, expressed in hundreds of thousands of dollars ($100,000), using three different machine learning models ( multiple linear regression, reg…

   Jupyter Notebook

6. Classifying-movie-reviews-using-neural-networks Classifying-movie-reviews-using-neural-networks Public

   - Data preprocessing (decoding reviews, encoding integer sequences using multi-hot encoding, …)

   Jupyter Notebook