| 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. |