Anastazija's repositories
Property_Prices_Forecast_Croatia
Forecast of housing prices index in Croatia based on World Bank datasets such as credit interest rates, gdp and consumer power.
Machine_Learning_Algorithms_R
The repository contains exercises on Machine Learning algorithms in R, using RStudio. Used to dive into ML, data preprocessing, data visualisation, and data exploration.
Breast_Cancer_Detection
UCI open source dataset used to detect breast cancer. This breast cancer database was obtained from the University of Wisconsin Hospitals, Madison from Dr. William H. Wolberg
COVID-19_Detection_Radiographs
This repository contains data exploration and prediction of Covid-19 - infected chest photos. The task is to identify and localize COVID-19 abnormalities on chest radiographs. In particular, categorization of the radiographs as negative for pneumonia or typical, indeterminate, or atypical for COVID-19. Includes label classification.
Credit_Default_Prediction
Comparison of Machine Learning Methods on a Sample of Bank Customers When Estimating Probability of Default Status
Movie_Night_IMDB_scraping
Just for fun - getting the random IMDB list Film Noir to watch this evening since we can’t decide
NYC_Taxi_Trip_Duration_Prediction
Practice project using Kaggle competition data on NYC Taxi Trips
Visit_Sibenik_Webpage
Webpage made in React used to show touristic opportunities in Sibenik, Croatia
Candidate_Recommendation_System_UK_company
This recommendation system made for UK-based company uses data from job platform similar to LinkedIn. KModes Clustering for multiple categorical variables is used to group and return similar candidates.
Handwritten_Digits_Classification
MNIST dataset for easy classification task
Sales_Predictions_Qatar_Company
Doing predictions of sales for Qatar-based user. Used timeseries, seasonal decomposition and sentiment analysis. Goal was to visualize sales, find connections between hundreds of independent variables and sales and to make the sales of the company and make them better.
Kaggle_Titanic_Predictions
This is Kaggle Competition dataset on Titanic survivals based on passenger’s information
Machine_Learning_Algorithms_Python
The repository contains extensive exercises on a lot of Machine Learning algorithms and some Deep Learning algorithms, programmed in Python, using Jupyter Notebook.
Timely
Angular CRUD application used to track ongoing projects