May 2018 – Aug 2018
Case Study 1: Data Imputation by Markov Chains in SAS
Case Study 2: ARIMA Stock Prices Time Series in Python
Case Study 3: Real Location Mapping by MAC Addresses in R
Case Study 4: Modeling Age and Runner Time distribution in R
Case Study 5: Spam Classification Optimization with Naive Bayes, Decision Trees, Random Forest, XGBoost, Linear SVM, Polynomial SVM, and Radial SVM in R
Case Study 6: Neural Network parameter optimization with Neural Networks in Python's Keras and Tensorflow
Case Study 7: F1-Score Optimization with Ensemble Prediction Methods in Python