Jakub Roznerski's repositories
NLP_word_embeddings
In this exercise, I will add the use of word embedding, or vector representations of words, to the experiments. I will use the trained models Word2Vec and Glove. Word2vec attempts to capture the co-occurrence of words in one window at a time, while Glove is based on the co-occurrence of words throughout the corpus.
pointed-gun-at-person_model
This repository hosts a machine learning classifier model designed to analyze incidents where a Phoenix police officer pointed a gun at a person (PGP). The dataset used for training and testing the model contains information gathered from incidents reported from July 2020 forward.
smokers_detection
CNN for Smoker Detection
stroke_predict
This repository houses a machine learning model designed to predict the likelihood of an individual experiencing a stroke. The model is trained on a dataset containing various health-related features, and its purpose is to assist in early identification of individuals at risk of stroke.
vietnam_war_pyspark
Analyzing Vietnam War air force operations with PySpark. This project uses Bombing_Operations and Aircraft_Glossary datasets to uncover insights into military strategies and aircraft performance from 1955-1975. Dive into data processing and exploratory analysis with us.