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Association and Classification Rule Mining, Linear Models, Decision Trees and Random Forests, Neural Network approaches, Support Vector Machines, Bayesian Learning, Instance-based Learning, Pre-pro…
Principles of Software Engineering, software development process and what constitutes well engineered software, software specification and requirements definition
The design, analysis, implementation, and evaluation of the fundamental structures for representing and manipulating data: lists, arrays, trees, tables, heaps, graphs, and their memory management.
develop Java-based programming projects in a UNIX or Linux-based environment, topics of object-oriented design, program design, and GUI development
basics of C++ systems programming
focuses on how the Internet works, application protocols such as HTTP, SMTP, DNS, etc., OSI model to consider the transport and network layers, UDP and TCP protocols, flow and congestion control, a…
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