Tanya Kuznetsova's repositories
Amazon-Handmade-Reviews-23-Sentiment-and-NER
Comparison of AWS Comprehend and SpaCy on a subset of the Amazon Handmade reviews for sentiment analysis and NER
Image-Restoration-with-Gibbs-sampler
Reconstructing a black and white Japanese woodblock print using Bayesian inference
IMDB_Sentiment_Analysis
The project classifies 50,000 IMDB movie reviews into positive or negative sentiments using machine learning techniques
Multidimensional-Scaling-of-European_Cities
This project explores the spatial relationships between twenty European cities using classical manual Multidimensional Scaling (MDS), MDS from scikit-learn, and compares the results with Principal Component Analysis (PCA).
Music_Mental_Health
Harnessing music's power for better mental health: genre recommendations and data-driven analysis of listeners' trends
US-highschool-Insights
Study of US/CA High School Performance and Socioeconomic Factors with SQL and GeoPandas
Word-Embeddings-on-Brown-Corpus
This notebook explores how clustering semantically similar words can help make Natural Language Processing tasks easier.
World-Happiness-Report-2023-in-Europe
Happiness Insight '23: Navigating global joy. Exploring trust's role in life satisfaction with my World Happiness Report analysis.