Anastasiya Lis's repositories
Alexa_reviews_sentiment_analysis
In this project the sentiment analysis of Alexa reviews is conducted to provide recommendation for the possible improvements in new models of Alexa based on what people like and dislike about previous models.
ab-testing-mobile-game
A hypothesis testing of the impact of gates' placement on player retention and game rounds .
ecommerce_satisfaction_prediction_deployment
This project is made around the data of 100k orders of a Brazilian e-commerce store "Olist". It includes EDA, customer satisfaction prediction, NLP of reviews, clustering and RFM analysis along with the project deployment in Streamlit.
sleep_disorder_prediction
The analysis and classification of sleep, cardiovascular metrics, and lifestyle factors, for close to 400 fictive persons aiming to identify whether a potential client is likely to have a sleep disorder.
dialogue-summarization-project
This project leverages FLAN-T5 from Hugging Face to perform dialogue summarization, fine-tuning with ROUGE, and detoxifying summaries using PPO and PEFT.
fitness-class-attendance-prediction
Classification problem - predicting whether customer is going to attend a fitness class or not
generative-ai
Sample code and notebooks for Generative AI on Google Cloud
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
huggingface_nlp
Notebooks using the Hugging Face libraries 🤗
hypothesis-testing-drug-safety
Exploring drug safety and adverse reactions in a randomized controlled trial.
The-Green-Future-Index-project
SQL analysis of The Green Future Index dataset compiled by MIT. The Green Future Index is a ranking of 76 leading countries and territories on their progress and commitment toward building a low carbon future. It measures the degree to which their economies are pivoting toward clean energy, industry, agriculture, and society through investment in renewables, innovation, and green finance. The goal of the project is to provide data-driven recommendations for policy makers using SQL.
Mflix-movies-and-Airbnb-reviews-insights-analysis
Exploratory analysis in MongoDB of two collections: sample_mflix.movies and sample_airbnb.listingsAndReviews to derive meaningful insights from the data.
mlops-project
mlops-projects-course
movie-similarity-from-plot
In this Project, NLP techniques are used to find the degree of similarity between movies based on their plots available on IMDb and Wikipedia
Sales-Superstore-A-to-Z-Market-Exploratory-Data-Analysis
The goal of the project is to analyze sales history data and identify key points that made the business profitable or not.
tenderAI
The goal of the project is to extract the technical characteristics of equipment from different formats of documents used in tenders.