Pinned Loading

1. Portfolio-Guide Portfolio-Guide Public

2. Agricultural-Yield-Prediction-with-Multiple-Linear-Regression Agricultural-Yield-Prediction-with-Multiple-Linear-Regression Public

   Performing multiple linear regression analysis on agricultural data to predict the yield. 🔵R

3. Abalone-Age-Prediction-with-Regression-Models Abalone-Age-Prediction-with-Regression-Models Public

   Comparing the performances of simple linear, multiple linear, multi-layer perceptron and k-nearest neighbors regressions on abalone data to predict the age.

   Jupyter Notebook

4. Laptop-Price-Prediction-with-Regression-Models Laptop-Price-Prediction-with-Regression-Models Public

   Comparing the performances of multi-layer perceptron, k-nearest neighbors, random forest, gradient boosting and extreme gradient boosting regression and on laptop data to predict the price.

   Jupyter Notebook

5. Bank-Customer-Churn-Prediction-with-Classification-Models Bank-Customer-Churn-Prediction-with-Classification-Models Public

   Comparing the performances of multi-layer perceptron, decision tree, random forest, gradient boosting and extreme gradient boosting classifications on customer data to predict their status of exiti…

   Jupyter Notebook

6. Variable-Analysis-of-Banks-Ratio-Data Variable-Analysis-of-Banks-Ratio-Data Public

   Testing variables for multicollinearity, multivariate normality and analyzing outliers and missing values. ⭕SPSS 🔵R