amromar99
I am a Machine Learning Engineer with a background in biomedical engineering. He has experience as a teaching assistant at Nile University and is
Nile UniversityCairo, Egypt
amromar99's Stars
AmiraSayedMohamed/SuperStore-Dataset-Analysis-And-Prediction
Analyze sales dataset and make Sales forecasting
nadamakram/survival-analysis
nadamakram/nadamakram
nadamakram/flask-courses-app
amromar99/Finger-Movement-Classification-Using-EEG-signals
In this study, we aimed to classify finger movements using brain signals captured through EEG. We focused on five distinct classes of finger movements: Thumb, Index, Middle, Ring, and Pinky. Utilizing ML models (Machine Learning),CNN, RNN and hybrid approach CNN +Transformer
amromar99/Reinforcement-Learning-Comparison-of-SARSA-and-DQN-Algorithms-
This project evaluates SARSA and Deep Q-Network (DQN) in the Frozen Lake environment, focusing on both deterministic and stochastic settings. It compares how each algorithm navigates the grid to reach a goal while avoiding hazards, highlighting their strengths and limitations in handling uncertainty and complexity.
amromar99/Comprehensive-Analysis-of-Grid-World-Environment-Using-Monte-Carlo-Methods
This project compares four Monte Carlo methods in a Grid World environment, evaluating algorithms on rewards, sample efficiency, training time, state values, and policy effectiveness. It explores both deterministic and stochastic settings and examines the impact of the exploration parameter.