2025-10-20
Machine Learning
From inductive learning theory to decision trees, nearest neighbours, perceptrons, and linear models
- Inductive learning theory
- Classification algorithms
- Practical deployment issues
COURSE STUDY HUB
Subjects
Year 3 · Semester 2
2025-10-17
Software Engineering
Essential software engineering concepts from requirements to testing and operations
- Software life cycle
- Quality assurance and testing
- Engineering tools and collaboration
2024-04-16
Data Mining
Frequent itemsets, LSH-based similarity search, clustering, community detection, and dimensionality reduction
- Frequent pattern mining
- Similarity search
- Clustering and dimensionality reduction
Year 3 · Semester 1
2025-04-30
Operating Systems
Essential concepts from OS history to kernel architecture and system calls
- OS history and concepts
- Hardware and kernel structure
- I/O and system calls
2025-04-30
Databases
Normalization, views, indexing, triggers, stored procedures, and transactions
- Database normalization
- Advanced SQL concepts
- Transaction management
2025-04-15
Computer Networks
Core concepts from network evolution to routing and security protocols
- Network architecture
- Routing and addressing
- Security protocols