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)