Piotr Drużdżel's repositories
Explainable-AI-with-SHAP-values
Experimenting with SHAP values to explain how a given Machine Learning model works.
Spotify-Data-Engineering-and-Analysis
Data Engineering and Analysis using Spotify API to get statistical insights about played music
Clustering-Absenteeism
Clustering with UCI Absenteeism from work dataset
Data-Analysis-911-Calls
Data Analysis - 911 calls
LazyPredict-Evaluation
Testing LazyPredict performance
Data-Analysis-Stock-Prices
Stock prices analysis based on Yahoo.com
Data-Cleaning-Oil-Spill
Testing various data cleaning techniques
Feature-Selection-Methods
Testing different feature importance tools
Graphs-for-Household-Devices
Graph assignment for household devices
IBM-Data-Engineering-Certificate-ETL
ETL process in Python for IBM Data Engineering Professional Certificate
KBE-Lisp-Application-TU-Delft
Programmed independently in Lisp (OOP) to support the geometry modelling and analysis of various aircraft configurations. Final Grade: 9.5/10 (2016)
LSTM-for-Time-Series-Sensor-Data
Classification of the pump sensor data
Power-Transformations-Testing
Testing sklearn.preprocessing.PowerTransformer class
Regression-Combined-Cycle-Powerplant
Linear Regression Project. Features consist of hourly average ambient variables Temperature (T), Ambient Pressure (AP), Relative Humidity (RH) and Exhaust Vacuum (V) to predict the net hourly electrical energy output (EP) of the plant.
Regression-NASA-Airfoil-Noise
Linear Regression with NASA Airfoil Sound Pressure Level
Retrieval-Based-Chat-Bot
Retrieval-based chat bot in Python with Artificial Neural Network
Wing-Design-Optimization-TU-Delft
A TU Delft project involving Multidisciplinary Design Optimization (MDO) of an aircraft wing in Matlab.