My data science projects

№	Project	Description	Skills and Tools
1	News Summarize	A natural language processing project that can generate concise and informative summaries of news articles using a deep learning model T5.	Python, Pandas, Natural Language Toolkit (NLTK).
2	Movie recommendation system	A machine learning project that can recommend movies to users based on their preferences and behavior using a collaborative filtering approach.	Python, Pandas, Matplotlib, scikit-learn.
3	Bicycle Rental Data Analysis in Korea	Conducted a comprehensive study of bicycle rental data to identify demand influencers.	Python, Pandas, Matplotlib, Seaborn, scikit-learn.
4	Domestic Flight Performance Analysis	Conducted an analysis of performance reports of airlines for the year, as well as statistics on the average flight delay per year. Developed a database and created a webpage using the Flask framework.	Python, Flask, Dash, SQL.
5	Airbnb Data Analysis	Analyzed data on rental prices, types of housing, location of accommodation facilities and guest reviews.	Python, Pandas, Seaborn, Matplotlib, Folium, NumPy, SciPy, WordCloud. Tableau.