BScIT -Machine Learning (AI)

Philosophy
BScIT is an interdisciplinary program that emphasizes IT and business development. The program produces determined, skilled and qualified human resources to solve real-life IT problems. The students, as IT practitioners, are trained to apply and explore the fundamental IT business development concepts with ethical and social awareness.
This 4-years, 120 credits BScIT degree is a high value investment. The program will allow our students to enter into the technologically advanced world where they will be engaged with various tasks allowing them to have an edge. This course will include designing, programming, knowledge on theoretical systems, networking and the like which are essential for getting into the advanced and dynamic IT sector. As IT has become part of every sector, this course will open a new path and career opportunities for anyone interested in pursuing it.
Overview
Bachelor of Science in Information Technology (BSIT) at PBS is a four years, 120 credit program designed to produce middle and supportive level IT practitioners. Accordingly, the program is a unique blend of Information Communication Technology (ICT) which covers a wide range of areas, from its theoretical, mathematical and algorithms foundations to leading-edge developments in computer intelligent system, robotics, computer vision, system design and development, bioinformatics, and data-mining/data warehouse. Consequently, the school believes the assortment of courses, offered in the program, produces competent IT human resources that not only cater to the need of both domestic and global markets but also thrive individually and professionally.
Successively, the degree empowers the students to function effectively applying the learned skill in socioeconomic design and development. Besides, the graduates will independently work in three distinct components as listed below:
- Develop effective methods to solve any types of computing problem
- Invent modern global ways to use computers in IT sectors
- Innovate, Design, Develop, and implement software according to global trend
Hence, this academic program provides students with a sound conceptual foundation and practical skills in various areas of ICT.
Courses Content
Machine Learning is most rapidly growing in technological fields thereby facilitating the interaction of computer science and statistics with Artificial Intelligence and Data Science at its core.
The aim of this concentration is to provide theoricial as well as practical knowledge on various tools, scientific methods, machine learning algorithms with the goal to discover meaningful information and their visualization from large and complex data. Students learn different machine learning approaches which includes supervised, unsupervised as and reinforcement techniques. It also helps to understand the fundamental concepts of information retrieval which deals with retrieving relevant information from a database for a given query information. Another aspect of this concentration is to understand the semantic web technologies which helps to make internet data machine-readable and smarter.
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BSIT 315Information Technology Essential3 Credit Hours
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BSIT 355Technical Writing and Communication3 Credit Hours
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BSIT 360Introduction to Data Communication Network3 Credit Hours
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BSIT 320Introduction to Statistical Analysis3 Credit Hours
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BSIT 325Applied Statistics for Optimization3 Credit Hours
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BSIT 370Business Intelligence Tools and Techniques3 Credit Hours
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BSIT 330Discrete Mathematics3 Credit Hours
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BSIT 335Web Page Design and Development3 Credit Hours
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BSIT 340Programming Concept3 Credit Hours
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BSIT 345Programming Language3 Credit Hours
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BSIT 350Database Management System (DBMS)3 Credit Hours
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BSIT 365Computer Network Concept, Admin & security3 Credit Hours
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BSIT 375Knowledge Discovery and Data Science3 Credit Hours
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BSIT 380Big Data Analytics3 Credit Hours
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BSIT 385Data Visualization3 Credit Hours
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BSIT 390Capstone Project3 Credit Hours
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BSIT 395Internship3 Credit Hours
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BSIT 327Computer Hardware Fundamentals3 Credit Hours
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BSIT 328System Analysis and Design3 Credit Hours
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BSIT 329Artificial Intelligence3 Credit Hours
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BSIT 333Mobile Computing and Programming3 Credit Hours
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BSIT 343Advanced Programming using Python/Java3 Credit Hours
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BSIT 348Cloud Computing3 Credit Hours
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BSIT 339Data Structure and Algorithms3 Credit Hours
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BUS 355Essentials of Entrepreneurship3 Credit Hours
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.....Machine Learning3 Credit Hours
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.....Introduction to Information Retrieval3 Credit Hours
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.....Artificial Neural Network & Deep Learning3 Credit Hours
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.....Internet of Things with Machine Learning3 Credit Hours
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.....Semantic Web Technology3 Credit Hours
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COM 101Composition 13 Credit Hours
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COM 102Composition 23 Credit Hours
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COM 105Academic Communication3 Credit Hours
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MAT 135College Algebra3 Credit Hours
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SBS 210Psychology, Motivation, and Decision Making3 Credit Hours
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SCI 215Creating a Sustainable World: Technology and Energy Solution3 Credit Hours
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HUM 201History of Social Movements3 Credit Hours
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HUM 221The Impact of Art: Visual, Design & Media3 Credit Hours
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IST 301Speech, Debate & Ethics3 Credit Hours
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IST 390Integrative Studies Capstone3 Credit Hours
Learning Outcomes
What you'll learn
The Bachelor 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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Evaluate current and emerging technologies.
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Identify and gather user requirements to design user-friendly interfaces.
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Apply, configure, and manage IT technologies
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Utilize data to help business gain insights to help them make better decisions.
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Access IT impact on individuals, organization, and the environment.
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Apply IT concepts and strategies to solve real world problem.
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Conduct research in the field of information technology and related fields.
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