Thanos Aidinis's Projects
Mechanical Engineer Thesis project - Health monitorig via Stochastic Models Dynamic identification and the estimation of the liquid level in an elevated liquid tank via vibration signal measurements.
CS 61A: Structure and Interpretation of Computer Programs, Fall 2020. Solutions for Projects and Homework.
Last project in the Data analysis with Python course offered by IBM and Coursera.
Multiple Linear Regression Model basic analysis in R. In this basic analysis a dataset containing information about vehicles is used.
In this project, the classification of audio signals into musical genres is explored, using the "GTZAN Genre Collection" Dataset. The approach chosen to achieve this is extracting Mel Frequency Cepstral Coefficients (MFCC) features from audio tracks with the help of Convolutional Neural Networks (CNN).
Config files for my GitHub profile.
Your physicist friend has found a way to buy and sell stocks on the New York Stock Exchange using a zero-interest bank account that had one dollar on January 1, 1960. The objective is to identify a series of N moves assuming certain assumptions.
Asks for a word and suggests following words or even sentences. Frequency or Possibility method can be chosen for the suggestion to be made. Training is done by reading txt files in the directory of the program. Then a graph containing every unique word and the words found to follow that word (and how many times are found) is created and used.