Featured Data Science and BI Projects

• ITC6001 – Introduction to Big Data
  User Similarity & Behavior Analysis on Last.fm
• ITC6002 – Exploring and Analyzing Data
  Exploring Forecast Trust During COVID-19: A Data-Driven Study
• ITC6004 – Data Visualization
  Simple Business-related PowerBI Semantic Data Model Development
• ITC6103 – Applied Machine Learning
  Use cases for supervised and unsupervised machine learning techniques, including regression, classification, and clustering.
• ITC6110 – Natural Language Processing
  Various NLP applications spanning from text classification to custom machine translation and NER models.
• ITC6008 – Search Engines and Web Mining
  End-to-End Information Retrieval Pipeline with VSR and RAG engines
• ITC6109 – Machine Vision
  Guitar body and head shape matching using classical computer vision techniques.
• ITC6107 – Big Data Architectures
  Distributed system for evaluating stock investor portfolios.
• ITC6045 — Project Management in Data Science
  Example Proposal for Project for a Data Science-related Case