DS-code

Small deep learning, machine learning, NLP and visualisation projects.

Some of the projects were used as a training many years ago and contain many misperfections.

Left as lessons and baselines for future skills development comparison.

Natural Language Processing:

#ClimateStrikes Tweets Sentiment Analysis Application (R Shiny, NLP)
- Check out the app! (2020)
Recommender System - recommending job offer based on the jobs applied/searched (2022)

Deep Learning

Waste Detection in Pomerania (FastRCNN) - WIMLDS Project AI to combat environmental pollution (2021)
Pharmacy Drug Recognition Project (MobileNet) - Infoshare Project (2018)
Time Series Anomalies Classification (2021)

Machine Learning

Covid Impact By Country - the influence of lockdowns, vaccinations and Human Development Index (Random Forest, Explainable AI) (2021)
Hofstede's Cultural Dimensions Clustering - comparing and contrasting cultures of different countries based on six anthropological areas that define various societies (K-means clustering, PCA) (2021)

Viz

Data Science jobs on Linkedin (Bokeh)
- Where it is the easiest to get data science job? (2020)
CO2 emissions and Renewable Energy in the Netherlands (Bokeh) - Adaptation of renewable energy sources to reduce Co2 emission growth, Eindhoven University of Technology (2020)
Baltic Sea Vessels Analytics Web Application (2021)
- Check out the app! (2021)