Pinned Repositories
default_rate_calculation
Investigating the relationship between default rate and macroeconomic factors in a hypothetical Polish bank.
Gmail_API
This Python script allows you to connect to the Gmail API, authenticate, and download attachments from specific emails.
NIST_API
This repository provides a simple script for connecting to the National Vulnerability Database (NVD) API provided by NIST and downloading vulnerability reports.
NLP_intro
NLP Sentiment Analysis: Explore the Sentimental_Data.csv dataset in our first-ever NLP project. Uncover the nuances of sentiment in text data.
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.
PAD_06
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.
reuters
Neural network-based classification for Reuters news articles. This project uses cutting-edge architectures for multi-class categorization. Easily train, evaluate, and contribute to improve accuracy.
roberta_fake_job
smokers_detection
CNN for Smoker Detection
jroznerski's Repositories
jroznerski/default_rate_calculation
Investigating the relationship between default rate and macroeconomic factors in a hypothetical Polish bank.
jroznerski/Gmail_API
This Python script allows you to connect to the Gmail API, authenticate, and download attachments from specific emails.
jroznerski/NIST_API
This repository provides a simple script for connecting to the National Vulnerability Database (NVD) API provided by NIST and downloading vulnerability reports.
jroznerski/NLP_intro
NLP Sentiment Analysis: Explore the Sentimental_Data.csv dataset in our first-ever NLP project. Uncover the nuances of sentiment in text data.
jroznerski/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.
jroznerski/PAD_06
jroznerski/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.
jroznerski/reuters
Neural network-based classification for Reuters news articles. This project uses cutting-edge architectures for multi-class categorization. Easily train, evaluate, and contribute to improve accuracy.
jroznerski/roberta_fake_job
jroznerski/smokers_detection
CNN for Smoker Detection
jroznerski/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.
jroznerski/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.
jroznerski/WUM_JR
Welcome to the repository for the "Introduction to Machine Learning" course! This repository contains materials, code examples, and resources related to the topics covered in the course.