AleksaTanaskovic
I'm an Application Developer and a Master’s Student at the Faculty of Electrical Engineering, University of Belgrade, module for Signals and Systems.
Algotech SrbijaSerbia, Belgrade
Pinned Repositories
Exploratory-Analysis-Of-Video-Ads
I have provided Python code for conducting exploratory analysis on video ads in a video game. Unfortunately, due to copyright restrictions, I cannot provide the .csv files.
Which-Shots-Did-Kobe-Sink
I have provided Python code for implementing a machine learning algorithms for predicting Kobe Bryant's shot outcomes.
Heart-Failure-Death-Prediction
I have provided Python code and relevant paper on this topic. The goal is to predict survival of patients with heart failure using various machine learning techniques and to compare them with basic statistical models.
Reinforcement-Learning
I have provided Python code for implementing Reinforcement Learning (Q-learning) algorithm.
Random-Forest
I have provided Python code for implementing Random Forest algorithm.
Bachelor-Thesis
I have provided the complete Bachelor's thesis (Design of a frequency bandpass filter using a universal active filter), Python coding scripts and relevant papers on this topic.
Decision-Tree
I have provided Python code for implementing Decision Tree algorithm.
Feature-Selection-Methods
I have provided Python code for implementing Feature Selection methods - Wrapper method and Correlation coefficient.
GDA-From-Scratch
I have provided Python code for implementing GDA (Gaussian Discriminant Analysis) from scratch using only NumPy and Math libraries.
Gradient-Boosting
I have provided Python code for implementing Gradient Boosting algorithm.
AleksaTanaskovic's Repositories
AleksaTanaskovic/Which-Shots-Did-Kobe-Sink
I have provided Python code for implementing a machine learning algorithms for predicting Kobe Bryant's shot outcomes.
AleksaTanaskovic/Exploratory-Analysis-Of-Video-Ads
I have provided Python code for conducting exploratory analysis on video ads in a video game. Unfortunately, due to copyright restrictions, I cannot provide the .csv files.
AleksaTanaskovic/Heart-Failure-Death-Prediction
I have provided Python code and relevant paper on this topic. The goal is to predict survival of patients with heart failure using various machine learning techniques and to compare them with basic statistical models.
AleksaTanaskovic/Reinforcement-Learning
I have provided Python code for implementing Reinforcement Learning (Q-learning) algorithm.
AleksaTanaskovic/Gradient-Boosting
I have provided Python code for implementing Gradient Boosting algorithm.
AleksaTanaskovic/Random-Forest
I have provided Python code for implementing Random Forest algorithm.
AleksaTanaskovic/Decision-Tree
I have provided Python code for implementing Decision Tree algorithm.
AleksaTanaskovic/Feature-Selection-Methods
I have provided Python code for implementing Feature Selection methods - Wrapper method and Correlation coefficient.
AleksaTanaskovic/SVM-From-Scratch
I have provided Python code for implementing SVM (Support Vector Machine) primal and dual problem from scratch.
AleksaTanaskovic/Linear-Regression-From-Scratch
I have provided Python code for implementing Linear Regression from scratch using only NumPy and Math libraries.
AleksaTanaskovic/GDA-From-Scratch
I have provided Python code for implementing GDA (Gaussian Discriminant Analysis) from scratch using only NumPy and Math libraries.
AleksaTanaskovic/Bachelor-Thesis
I have provided the complete Bachelor's thesis (Design of a frequency bandpass filter using a universal active filter), Python coding scripts and relevant papers on this topic.