Data Analytics and ICT Projects

Welcome to my GitHub repository! This repository showcases a diverse range of projects and tasks that I have undertaken in the field of Data Analytics and Information and Communication Technology (ICT).

Data Mining

• Cross Validation Techniques
  • Implemented various cross-validation techniques using RapidMiner.
  • Included algorithms: Boosting, Regression, Decision Trees.

Databases

• Database Management Systems
  • Developed and managed databases using SQL and Oracle technologies.
  • Focused on data modeling, querying, and optimization.

Knowledge Management

• Knowledge Management Systems
  • Designed systems for capturing, distributing, and effectively using knowledge within organizations.

Data Scraping

• Web Scraping and Data Extraction
  • Utilized tools like BeautifulSoup, Scrapy, and Selenium to extract data from various websites.

Literature Surveys

• Comprehensive Literature Reviews
  • Conducted extensive literature reviews on various topics within Data Analytics and ICT.
  • Synthesized findings to inform and guide future research and project development.

Repository Structure

The repository is organized into directories, each representing a different project or task area:

• Data Mining/
  • Contains RapidMiner files and related documents.
• Databases/
  • Includes SQL scripts, database schemas, and relevant documentation.
• Knowledge Management/
  • Houses knowledge management system designs and implementation details.
• Data Scraping/
  • Contains scripts and tools used for web scraping and data extraction.
• Literature Surveys/
  • Includes literature review documents and summaries.