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Master of Science in Computer Science
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Course Outline
10 sections
1. Operating Systems
100 mins
10 topics
Introduction to Operating Systems
History of Operating Systems
Operating System Structure
Process Management
Memory Management
2. Artificial Intelligence
130 mins
13 topics
Introduction to Artificial Intelligence
Machine Learning Algorithms
Natural Language Processing
Neural Networks and Deep Learning
Computer Vision
3. Machine Learning
230 mins
23 topics
Introduction to Machine Learning
Supervised Learning
Unsupervised Learning
Model Evaluation and Validation
Feature Engineering
4. Cybersecurity
100 mins
10 topics
Introduction to Cybersecurity
Types of Cyber Threats
Cybersecurity Best Practices
Network Security
Endpoint Security
5. Computer Networks
100 mins
10 topics
Introduction to Computer Networks
Network Topologies
OSI Model
TCP/IP Protocol Suite
Network Security
6. Software Engineering
100 mins
10 topics
Introduction to Software Engineering
Software Development Life Cycle (SDLC)
Agile Methodology
Software Design Principles
Software Testing and Quality Assurance
7. Database Systems
90 mins
9 topics
Introduction to Database Systems
Relational Database Management Systems (RDBMS)
Database Design and Modeling
Data Querying and Manipulation
Database Administration and Security
8. Introduction to Computer Science
100 mins
10 topics
History of Computers
Basics of Programming
Introduction to Algorithms
Data Structures
Introduction to Software Development
9. Capstone Project
80 mins
8 topics
Choosing a Capstone Project Topic
Developing a Capstone Project Proposal
Conducting Literature Review for Capstone Project
Data Collection and Analysis Methods
Writing the Capstone Project Report
10. Algorithms and Data Structures
100 mins
10 topics
Introduction to Algorithms
Analysis of Algorithms
Sorting Algorithms
Searching Algorithms
Data Structures Overview