Anna's repositories
Product-Categorization-NLP
Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
Spam-detection
Spam detection in SMS messages with BERT model and Machine Learning algorithms
Sentiment-analysis-reviews
Sentiment analysis of women's clothes reviews by using machine learning algorithms and Neural Networks (LSTM).
Waste-Classification
Waste image classification into organic or recyclable ones with CNN algorithm.
Customer-segmentation
Customer segmentation by using the RFM method and K-Means clustering
books-recommender-system
The books recommendation system using collaborative filtering and content-based filtering methods.
ETL-python-SQLite
Simple ETL using python and SQLite database.
Fraud-Detection
Anomaly detection in credit card transactions using machine learning models and Autoencoders.
IT-job-market-analysis
CodersCrew Data Science Project
Market-basket-analysis
Market Basket Analysis by using Apriori algorithm and Association rules
Plant-pathology
Kaggle Competition: The recognition diseases on apple leaves based on their photos by using CNN and MobileNet V2 model.
text-summarizer
Text summarization based on extractive and abstractive methods by using python.
ad-click-prediction
The advertisement click prediction wiith machine learning models.
Air-quality-analysis
Data analysis and outliers detection of air quality data.
Churn-prediction
Churn customer prediction using Machine Learning.
crud-sqlite3
The simple crud operations with python and SQLite3.
CSV_Report_Processing
The example of CSV report processing
excel-report
Automating the Excel Report with Python and openpyxl library.
extracting-data-using-API
Extracting data and create dataset using API
Face-Detection
Face detction using OpenCV
HardCoder-feriechallenge
My solutions for the HardCoder's coding challenge
Real-Estate-price-prediction
The real estate price prediction with linear regression models.
sales-dashboard
Sales Dashboard with Bokeh and Python
Sales-forecasting
Sales forecasting by using time series model. A recruitment task for Analyst role.
sentiment-app
The REST API Web App for Sentiment analysis of clothes reviews by using Flask and Machine Learning model.
waste-app
Waste app - simple Streamlit application with use ML model
Workshops
All my workshops and challenges.
world-happiness-report-analysis
World happiness reports analysis with SQL and python.