| CSC14004 |
Data Mining and Application |
Lab 01 |
Data Preprocessing (Weka and Python Console) |
| CSC14004 |
Data Mining and Application |
Lab 02 |
Frequent Itemset Mining with Apriori and FP-Tree (Julia) |
| CSC14004 |
Data Mining and Application |
Lab 03 |
Classification with ID3 & Clustering with K-means (Python) |
| CSC14119 |
Introduction to Data Science |
Group Project 01 |
Data Collection with Web and API Crawling - Soundcloud |
| CSC14119 |
Introduction to Data Science |
Group Project 02 |
Data Understanding and Analysis - Soundcloud |
| CSC14119 |
Introduction to Data Science |
Group Project 03 |
Fake News Detection (Text Preprocess, EDA, ML Models, Deployment) |
| CSC14119 |
Introduction to Data Science |
Lab 01 |
Data Collection with Web and API Crawling - Coursera & Github |
| CSC14119 |
Introduction to Data Science |
Lab 02 |
Data Understanding and Analysis - StackOverflow Survey |
| CSC14119 |
Introduction to Data Science |
Lab 03 |
Data Preprocessing and Visualization (sklearn pipeline) |
| CSC14003 |
Fundamentals of Artificial Intelligence |
Project 01 |
Search Algorithms Application - Maze Solvers (Python) |
| CSC14003 |
Fundamentals of Artificial Intelligence |
Project 02 |
Knowledge - Propositional and First-order Logic (Python) |
| CSC14003 |
Fundamentals of Artificial Intelligence |
Project 03 |
Decision Tree - ID3 Algorithm Implementation (Julia) |
| CSC10007 |
Operating System |
Group Project 01 |
Windows - File System Management - FAT32, NTFS (Python) |
| CSC10007 |
Operating System |
Group Project 02 |
NachOS - Structure, System Calls, Exceptions (C) |
| CSC10007 |
Operating System |
Group Project 03 |
NachOS - Multi-threading Implementation (C) |