This repository provides a systematic approach to winning the "Guess Who?" game through advanced machine learning techniques. It offers a comprehensive methodology for enhancing gameplay strategy a…

This assignment involves creating a temporal graph structure from Twitter data, exploring metrics over five days, identifying important nodes, and detecting communities. Deliverables include a conc…

Modeling a high-energy physics citation network in Neo4j, importing data from CSV files, and executing Cypher queries. Tasks include designing a property graph model, importing data, and querying t…

This assignment entails analyzing the 'A Song of Ice and Fire' character network using R and igraph. Tasks include graph creation, exploring properties, subgraph creation, centrality calculation, a…

Explored Jaccard distance, Min-Hashing, and LSH for user similarity in a movie rating dataset. Tasks involve dataset preprocessing, exact Jaccard Similarity computation, Min-Hash signatures, and LS…

Addressed Entity Resolution challenges. Tasks include schema-agnostic blocking, pairwise comparisons, Meta-Blocking graph construction, and Jaccard similarity computation. Deliverables include sour…

Explore data virtualization and query performance optimization with Apache Drill, Hive, and Impala. Tasks include comparing virtualization precision, proposing solutions for a bookstore's diverse d…

Analyzed customer churn using transaction data. Built ML model to predict lapses. Dataset includes customer status, collection/redemption info, and program tenure. Delivered business presentation o…

Dementia-related deaths in Europe, focusing on gender-based trends. Utilized R to create 10 visualizations exploring data from 2011-2020, specifically focusing on Greece.

Applied SAS techniques for data analysis and machine learning in a milestone project. Base SAS Programming and SAS Viya tools were utilized for preprocessing, customer profiling, sales analysis, pr…

Creating predictive models to classify Trump's vote share and clustering counties based on demographics and economic variables. Report findings in PDF with detailed methodologies, model assessments…

Exploring US Census microdata, tackling privacy issues, and anonymization. Exercise A delves into quasi-identifiers, anonymization methods, identification risks, and differential privacy. Exercise …

Utilizing Apache Spark & PySpark to analyze a movie dataset. Tasks include data exploration, identifying top-rated movies, training a linear regression model, and experimenting with Airflow.

Analyzing classified ads data from the used motorcycles market. Tasks involve utilizing Redis Bitmaps for analytics on seller actions and MongoDB for analyzing bike listings. Includes data installa…

Three business analytics case studies were undertaken, encompassing market basket analysis, customer segmentation, and campaign management. SAS Visual Data Mining and Machine Learning on SAS Viya w…

Jupyter notebook using machine learning techniques to explore the complex drivers of modern slavery. Models from a research paper are replicated and evaluated . Actions also include filling missing…

Jupyter notebook, replicating studies on social capital from Nature journal, analyze economic connectedness, upward income mobility, and more. Python and relevant datasets are utilized to recreate …

Website Creation Project for the PHP Course of the Department of Programmers-Analysts of the School of Computer Programmers of the Hellenic Armed Forces

Object Oriented Programming Java Project for Class creation and Inheritance.

Java desktop app for parking lot management calculates charges based on time, records entries/exits in a database, and displays status/collections. User options include entering/exiting parking, sa…

Java Web App aiming to digitize the annual evaluation process for Army Staff. A single-page application facilitates the theoretical assessment process. Operational and non-operational requirements …

Analysis of real estate sales data. Tasks include understanding dataset structure, variable conversion, descriptive analysis, pairwise comparisons, linear relationship analysis, multiple regression…

The salary dataset contains info on 474 Midwestern bank employees. Tasks include understanding the dataset's structure, summarizing numerical variables, testing hypotheses on salary equality, gend…

Azure Stream Analytics processes ATM transaction data streams, employing Event Hub, Storage, and Stream Analytics Job. Queries include total amounts and alerts. The setup and query execution proces…

SQL Server, Analysis Services, and BI tools are utilized to build a data warehouse, create OLAP reports, and visualize insights. Actions also include finding datasets, defining star/snowflake schem…

Ministry of Health requires a database for prescription analysis. Tasks include creating ERD, relational schema, and SQL queries for patient demographics, prescription details, doctor info, and dru…

Config files for my GitHub profile.

Website development using PHP for an attendance tracking system at a Computer Programming School. Features include role-based capabilities, timestamping status modifications, and user tracking. Pre…