Mapping of GECA's academic resources

• 📌 Projects
  • CSPCC5004 Mini Project I
• 📌 Advanced Data Structures
  • CSPEC5001 Theory
• 📌 Advanced Machine Learning
  • CSPEC5002 Theory
• 📌 Advanced Computer Network
  • CSPEC5002 Theory
  • CSPCC5003 Labs
• 📌 Research Methodology
• 📌 Application Development Tools
  • CS3014 Labs
• 📌 Advanced Algorithm
  • CS3016 Labs
• 📌 Advanced C and C++
  • CSPC2005 Labs
• 📌 Web Technology
  • CSPC2006 Labs

Tentative list of labs:

• 💻 LAB 02 Create dynamic web pages using HTML, CSS, and ASP.NET controls with client-side scripting.
• 💻 LAB 03 Develop master pages and user controls for modularity and consistent UI design.
• 💻 LAB 04 Apply OOP principles in C# with design patterns for robust software architecture.
• 💻 LAB 05 Implement ASP.NET validation controls for multi-layered data integrity enforcement.
• 💻 LAB 06 Establish secure SQL Server connectivity using ADO.NET and LINQ for efficient data access.
• 💻 LAB 07 Design and consume SOAP/RESTful web services for distributed application interoperability.
• 💻 LAB 08 Integrate AJAX techniques in ASP.NET for asynchronous data processing.
• 💻 LAB 09 Deploy web applications on IIS with optimized security, performance tuning, and configuration.
• 💻 LAB 10 Execute a capstone project integrating front-end development, back-end logic, and deployment methodologies.

Tentative list of labs:

• 💻 LAB 03 Engineer approximation techniques for NP-hard problems with performance benchmarking.
• 💻 LAB 04 Create heuristic-based approximation algorithms for various TSP variants.
• 💻 LAB 05 Implement randomized QuickSort with pivot randomization to assess average-case complexity.
• 💻 LAB 06 Develop a randomized min-cut algorithm for graph partitioning and probabilistic analysis.
• 💻 LAB 07 Simulate a Markov chain to demonstrate the Markov property and compute stationary distributions.
• 💻 LAB 08 Code the Viterbi algorithm for optimal state sequence decoding in HMMs.
• 💻 LAB 09 Execute the forward algorithm in HMMs to calculate sequence probabilities.
• 💻 LAB 10 Develop algorithms addressing computational geometry and big data with optimization and parallel processing.