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MScIT -AI and Machine Learning
Philosophy
The MScIT program stands as a demanding and invaluable global qualification within the expanding IT industry. It encompasses all facets of designing, building, and managing data, information, and communication technologies, instilling the intellectual rigor required to thrive in the dynamic business world, spanning ecommerce, health, education, and beyond. Graduates emerge as proficient problem solvers, offering insights to unravel the complexities inherent in the vast domains of IT. Ultimately, the program shapes executive team leaders capable of navigating effectively in the ever-changing IT landscape.
In a landscape where over a million IT jobs are created annually, possessing advanced knowledge and understanding provides our students with a distinct advantage in the competitive realms of business and employment. This advanced understanding not only opens doors to technical, management, and information systems roles but also lays the foundation for individual pursuits. Graduates who adeptly combine these aspects find themselves with access to a diverse array of high-demand jobs. It's noteworthy how IT has evolved into a highly respected profession among professionals.
Overview
The Master of Science in Information Technology (MScIT) program at Westcliff University, offered by the Presidential Graduate School (PGS), is a two-year, 60-credit program. Purposefully crafted, this program is tailored to meet the evolving needs of IT professionals across diverse service sectors. It provides a comprehensive educational experience, equipping students with both knowledge and a theoretical understanding of the Information Technology industry. The program emphasizes the integration of technology, human resources, and strategic business development, fostering a holistic approach to IT.
Graduates of the MScIT program are adeptly prepared to create innovative computing solutions tailored to address complex business challenges. They acquire the skills to apply these solutions across various realms of IT encountered in their professional roles. The ultimate goal is to empower graduates to actively contribute to the achievement of organizational objectives, making them valuable assets in the ever-changing landscape of Information Technology.
Courses Content
The MScIT program, with a concentration in Artificial Intelligence (AI) & Machine Learning, is meticulously crafted to equip students with advanced knowledge encompassing both theoretical concepts and practical skills in utilizing diverse tools, scientific methods, and machine learning algorithms. The primary goal is to empower students to extract meaningful insights and effectively visualize complex data. Through a comprehensive curriculum, students delve into various machine learning approaches, including supervised, unsupervised, and reinforcement techniques. The program also ensures a thorough understanding of fundamental concepts in the semantic web and information retrieval. This holistic approach empowers students to excel in discovering valuable patterns and knowledge from large datasets, contributing significantly to advancements in artificial intelligence and data-driven decision-making.
AI & Machine Learning stands out as one of the most rapidly growing technological fields, facilitating the convergence of computer science and statistics with Artificial Intelligence and Data Science at its core. The pervasive influence of artificial intelligence is evident across diverse industries, including finance, government, healthcare, retail, insurance, agriculture, robotics, and telecommunications. This specialization not only prepares students for the challenges of this dynamic field but also positions them as contributors to the transformative impact of AI across various sectors.
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CLD 600Virtualization and Storage3 Credit Hours
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DATA 610Advanced Database Design & Management3 Credit Hours
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EMT 610Metaverse3 Credit Hours
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ITM 610Networking Management3 Credit Hours
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EMT 620Blockchain3 Credit Hours
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RES 620Research Methodology3 Credit Hours
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IOT 600Internet of Things (IoT)3 Credit Hours
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AIM 601Data Science3 Credit Hours
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MSIT 605Applied Algebra for Machine Learning3 Credit Hours
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EMT 600Artificial Intelligence and Machine Learning3 Credit Hours
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AIM 602Artificial Neural Network & Deep Learning3 Credit Hours
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. .. .. .. .. .. .Semantic Technology3 Credit Hours
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AIM 600Information Retrieval3 Credit Hours
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MIS 500Managing Information Systems & Technology3 Credit Hours
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MIS 510Information Technology Project Management3 Credit Hours
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MIS 520Leading Strategic Change with Technology3 Credit Hours
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MIS 540Management of Information Security3 Credit Hours
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MIS 545Business Architecture and Organizational Transformation3 Credit Hours
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MIS 550Big Data Analytics and Visualization3 Credit Hours
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CAP 690Masters Applied Capstone3 Credit Hours
Learning Outcomes
What you'll learn
The Master of Science in Information Technology offered by PBS in affiliation with Westcliff University encourages students to achieve the following educational outcomes:
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Create strategic plans that implement information technology requirements and specifications of complex technology systems.
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Evaluate computer systems and improve the overall efficiency and effectiveness by incorporating value computing methodologies.
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Analyze, design, develop, and maintain information technology infrastructure to allow for implementation of strategic initiatives that incorporate emerging technologies.
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Analyze and construct database management systems to meet the needs of business and technology decision makers.
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Compare and contrast various methodologies of computer systems design for the purpose of creating efficacy in computer-related business functions.
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Create and develop the ability to conduct in-depth research, independently or within the enterprise in a broad range of information technology.
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Create, innovate, design, and improve technology aspects of data collection and analysis to sustain competitive advantage.
Student must complete sixty (60) prescribed credit hours with a cumulative GPA of 3.0 or higher, including 48 credits MBA core course and 12 credits concentration course.
Bachelor’s degree in Information Technology or related discipline from recognized university of Nepal or from universities around the globe with a minimum CGPA of 2.0, or 45% or an equivalent grade scale in undergraduate level. Students should have completed at least 15 years of schooling. Students with Bachelor's degree other than Information Technology or related field can also apply, given that they complete the pre requisite courses needed for the program.
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