Name: Apostolos Moustakis
Type: User
Company: National Technical University of Athens, Dpt. of Electrical and Computer Engineering
Bio: Software Engineer at Workable &
Master's student of Data Science and Machine Learning at NTUA (DSML)
Location: Athens, Greece
Apostolos Moustakis's Projects
Sequences of transactions that generate high profit assuming the ability to travel in the past and perform trading on New Yorkβs stock exchange using Python
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 (EDA) with the use of R programming language in the dataset Tetuan City power consumption
Scheduling unrelated machines with job splitting, setup resources and sequence dependency: Implementation of Simulated Annealing using Python
A series of 12 assignments/labs regarding Stochastic Processes and Machine Learning including a plethora of models and techniques implemented in Google Colab notebooks
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
A series of Statistical Modelling assignments with the use of R. Applications of Linear, Polynomial, Logistic and Poisson Regression in various datasets
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