Apostolos Moustakis's repositories
Machine-Learning-and-Stochastic-Processes-projects
A series of 12 assignments/labs regarding Stochastic Processes and Machine Learning including a plethora of models and techniques implemented in Google Colab notebooks
A-time-travel-project-using-Python
Sequences of transactions that generate high profit assuming the ability to travel in the past and perform trading on New York’s stock exchange using Python
Estimation-of-vital-status-of-cancer-patients-using-Machine-Learning
Estimation of vital status of patients with ovarian cancer using Machine Learning models (K-Nearest-Neighbors, Support Vector Machine, Logistic Regression, Random Forest and XGBoost)
Exploratory-Data-Analysis-using-R
Exploratory Data Analysis (EDA) with the use of R programming language in the dataset Tetuan City power consumption
Job-scheduling-algorithm-subject-to-multiple-constraints
Scheduling unrelated machines with job splitting, setup resources and sequence dependency: Implementation of Simulated Annealing using Python
Relational-Database-Project-using-SQL
Creation of a relational database alongside with the ER diagram, the Relational Model and the Database Diagram. Insertion of data and creation of multiple SQL queries for data retrieval
Statistical-Modeling-data-analysis
A series of Statistical Modelling assignments with the use of R. Applications of Linear, Polynomial, Logistic and Poisson Regression in various datasets
Supervised-and-Unsupervised-Machine-Learning-projects
Supervised Machine Learning (GNB, Knn, LR, MLP & SVM) in the dataset philippines and Unsupervised Machine Learning (k-means, HAC, GMM, DBSCAN, HDBSCAN & SOM) in the datasets wingnut & h2mg_128_90