MScIT -AI and Machine Learning
Philosophy
MSc IT is a demanding and valuable global qualification in the growing IT industry. Msc.IT offers all aspects of designing, building and managing data, information and communication technologies with intellectual rigor required in the dynamic business world, ecommerce, health, education and others. In addition, the graduates are proficient problem solvers; and offer inputs to unravel the complexities in the IT domains. Eventually, the program produces executive team leaders who are capable of working effectively in the constantly changing IT world.
Over a million IT jobs are created every year and newer opportunities are opened with a good knowledge and understanding for what is essential. Having an advanced knowledge and understanding gives our students an upper hand in the competitive world of business and employment. Opportunities open up into technical, management and information systems as well as possible individual foundations. Graduates who are able to combine these aspects will have opened to them a wide variety of jobs having high demand. Not to mention how IT has now become a well respected profession among professionals.
Overview
The MScIT at PBS is a two year, 60 credit program designed to address the need of IT professionals in various service sectors. The program provides comprehensive knowledge and theoretical understanding of the Information Technology industry and involves the integration of technology, people and strategic business development. It prepares graduates to create Information Technology related computing solutions to complex business problems and apply them to different areas of IT that they come across in their professional capacities. Eventually, they contribute to the accomplishment of organizational goals.
Courses Content
The Aritificial Intelligence (AI) & Machine Learning concentration in MSIT aims to equip students with advance knowledge on both theoretical knowledge and practical skills in utilizing diverse tools, scientific methods, and machine learning algorithms to extract meaningful insights and visualize complex data. Through a comprehensive curriculum, students explore various machine learning approaches, including supervised, unsupervised, and reinforcement techniques, while also gaining an understanding of fundamental concepts in semantic web and information retrieval. This program empowers students to excel in discovering valuable patterns and knowledge from large datasets, contributing to advancements in artificial intelligence and data-driven decision-making.
AI & Machine Learning is one of the most rapidly growing in technological fields thereby facilitating the interaction of computer science and statistics with Artificial Intelligence and Data Science at its core. Artificial intelligence has already permeated a wide range of industries, including finance, government, healthcare, retail, insurance, agriculture, robotics, and telecommunications.
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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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CLD 600Virtualization and Storage3 Credit Hours
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MSIT 607Advanced 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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MSIT 636Research Methodology3 Credit Hours
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IOT 600Internet of Things (IoT)3 Credit Hours
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--- --- ---Data Science3 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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