Pinned Repositories
Central-Limit-Theorem
Classification-Salaries-Adult
Classification Project
Clustering-Absenteeism
Clustering with UCI Absenteeism from work dataset
Data-Analysis-911-Calls
Data Analysis - 911 calls
Deep-Learning-ANN-Classification-Cancer-Prediction
Deep-Learning-CNN-COVID-19
Convolutional Neural Network for image recognition of chest X-rays to help fighting COVID-19 pandemy.
Explainable-AI-with-SHAP-values
Experimenting with SHAP values to explain how a given Machine Learning model works.
Genetic-Algorithm
LazyPredict-Evaluation
Testing LazyPredict performance
Spotify-Data-Engineering-and-Analysis
Data Engineering and Analysis using Spotify API to get statistical insights about played music
piotr-druzdzel's Repositories
piotr-druzdzel/Explainable-AI-with-SHAP-values
Experimenting with SHAP values to explain how a given Machine Learning model works.
piotr-druzdzel/Genetic-Algorithm
piotr-druzdzel/Spotify-Data-Engineering-and-Analysis
Data Engineering and Analysis using Spotify API to get statistical insights about played music
piotr-druzdzel/Central-Limit-Theorem
piotr-druzdzel/Clustering-Absenteeism
Clustering with UCI Absenteeism from work dataset
piotr-druzdzel/Data-Analysis-911-Calls
Data Analysis - 911 calls
piotr-druzdzel/LazyPredict-Evaluation
Testing LazyPredict performance
piotr-druzdzel/Data-Analysis-Stock-Prices
Stock prices analysis based on Yahoo.com
piotr-druzdzel/Data-Cleaning-Oil-Spill
Testing various data cleaning techniques
piotr-druzdzel/Falling-Blocks-PyGame
piotr-druzdzel/Feature-Selection-Methods
Testing different feature importance tools
piotr-druzdzel/Graphs-for-Household-Devices
Graph assignment for household devices
piotr-druzdzel/Hill-Climbing-Algorithm
piotr-druzdzel/Horse-Colic-KNN-Imputation
piotr-druzdzel/IBM-Data-Engineering-Certificate-ETL
ETL process in Python for IBM Data Engineering Professional Certificate
piotr-druzdzel/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)
piotr-druzdzel/LSTM-for-Time-Series-Sensor-Data
Classification of the pump sensor data
piotr-druzdzel/MLOps-with-FastAPI-Docker-PostgreSQL
piotr-druzdzel/One-Class-Isolation-Forest
piotr-druzdzel/One-Class-SVM
piotr-druzdzel/OpenAI-Search-PII-Prototyping
Project to identify, group and count PII information from PDF files.
piotr-druzdzel/Power-Transformations-Testing
Testing sklearn.preprocessing.PowerTransformer class
piotr-druzdzel/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.
piotr-druzdzel/Regression-NASA-Airfoil-Noise
Linear Regression with NASA Airfoil Sound Pressure Level
piotr-druzdzel/Retrieval-Based-Chat-Bot
Retrieval-based chat bot in Python with Artificial Neural Network
piotr-druzdzel/RFM-Marketing-Analysis
piotr-druzdzel/Semi-Supervised-Regression-with-Bus-Data
Use-case
piotr-druzdzel/Stacking-Classification
piotr-druzdzel/Web-Scraping-Beautiful-Soup-4
piotr-druzdzel/Wing-Design-Optimization-TU-Delft
A TU Delft project involving Multidisciplinary Design Optimization (MDO) of an aircraft wing in Matlab.