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Music Recommender

This project is a music recommendation system that uses machine learning techniques and a user-friendly interface to recommend similar songs based on a user's input of their favorite song.

This project uses several libraries such as pandas, scikit-learn, matplotlib, seaborn, plotly, nltk, and ipywidgets. It also utilizes several machine learning techniques such as k-means clustering, T-SNE dimensionality reduction, and PCA dimensionality reduction. The project appears to be analyzing and visualizing musical data, specifically the features of songs, such as energy and acousticness, and grouping them by genre and clustering them based on those features. The project also includes a song recommendation feature which takes the name of a song as input and returns a list of similar songs. This code is a project that uses the Python programming language, the TensorFlow library, and the Ipywidgets library to create a music recommendation system. The project uses a user's input of a favorite song to find the cluster that the song belongs to, and then uses that cluster to find and display recommendations of other songs that the user may enjoy. The project also includes a user interface that allows the user to interact with the recommendation system through a text input box and a clickable button. This project demonstrates the ability to use machine learning techniques and user interface libraries to create a functional music recommendation system.

Portfolio Website

I designed a personal portfolio website to showcase my skills and expertise as a computer science graduate, with a clean and visually appealing layout utilizing CSS, JavaScript, and responsive design.

I created this website as my personal portfolio to showcase my skills and expertise as a computer science graduate. The website features several sections, including a homepage, an about page, a page displaying my projects, and a page with contact information. I built the website using CSS styling and JavaScript for some functionalities such as a mobile navigation menu and a header overlay. I used Google fonts and a CSS preprocessor (SCSS) and used CSS Grid and Flexbox for layout. The website is responsive, adjusting to the size of the user's device. I designed the website with a simple and clean layout, with a navigation menu and sections for displaying information about me and my work. The color scheme mainly features shades of purple, black, and orange. The website is well-structured and visually appealing.

Efficeint Delivery Route

This project is a Python script that uses the Chaining Hash Table data structure and the Nearest Neighbor algorithm to identify the most time-efficient routes for delivering packages based on location data, delivery addresses, and deadlines.

Scheduling Desktop Application

This project is a scheduling desktop application built using Java and MySQL that includes features such as a log-in screen, customer data management, and the ability to schedule appointments across different time zones.

This project is a scheduling desktop application that is built using Java and MySQL. The application has a graphical user interface (GUI) and includes several features such as a log-in screen, customer data management, and the ability to schedule appointments. The scheduling feature allows users to schedule appointments within different time zones and automatically updates the schedule according to the local time zone set on the user's computer. This ensures that the schedule remains consistent and accurate for all users regardless of their location. The use of a database, MySQL, allows for the storage and management of large amounts of customer data and appointment information.

Inventory System

This project is an inventory management system developed using Java and JavaFX, which allows users to add, delete, update, and save inventory items through a multi-page GUI.

This project is an inventory system that is developed using Java and JavaFX, which is a Java library for building graphical user interfaces. The application has a multi-page GUI (graphical user interface) that allows users to manipulate inventory items in various ways. The user can add new items to the inventory, delete existing items, update the details of existing items, cancel any changes made to the inventory, and save the inventory items to a file. The system keeps track of the quantity and details of each item in the inventory, and allows the user to manage it efficiently. The system can be used for small businesses or personal inventory management.

Class Roster

This project is a C++ application that manages a class roster of students using object-oriented programming concepts such as inheritance, polymorphism, and encapsulation.

This project is a C++ application that manages a class roster of students. The application allows the user to store, update, delete, and display information about the students in the roster. The application uses object-oriented programming concepts such as inheritance, polymorphism, and encapsulation to create a hierarchical class structure for representing different types of students (e.g. security students, network students, software students) and different degree programs. The application also includes features such as calculating the average days in course for a specific student and printing invalid email addresses.

Hey there! Leyla Gulieva here.

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