Computer Science and Information Technology Degree

BS Degree — Computer Science and Information Technology Major
In addition to the general education requirements*, students majoring in Computer Science and Information Technology must complete a concentration of 36 semester hours of CSIT courses as prescribed below:
- CSIT1100 Principles of Computing – 3 s.h.
- CSIT1200 Data Structures – 3 s.h.
- CSIT2010 Object-Oriented Programming – 3 s.h.
- CSIT2100 Intermediate Programming – 2 s.h.
- CSIT2240 Computer Hardware and Operating Systems – 3 s.h.
- CSIT2300 Linux Operating Systems – 3 s.h.
- CSIT3120 Computer Networks and Network Security – 3 s.h.
- CSIT3200 Systems Analysis and Design – 3 s.h.
- CSIT3300 Database Concepts and SQL – 3 s.h.
- CSIT4100 Systems Development Project – 1 s.h.
- DSCI1500 Beginning Data Science and Data Analytics – 3 s.h.
- MATH1370 Statistics for Sciences* – 3 s.h.
- MATH2350 Discrete Mathematics* – 3 s.h.
- Upper division CSIT electives – 6 s.h.
Courses Offered
- CSIT1100Principles of Computing
  CSIT1100 Principles of Computing - 3 s.h.
  An introduction to the fundamentals of computer programming through extensive practice developing software in the Python language. Fundamental terminology and topics such as integrated development environments, variables, data types, control structures, functions, and objects will be covered. ELO4 Global Learning - Innovation
- CSIT1200Data Structures
  CSIT1200 Data Structures - 3 s.h.
  Continuation of CSIT1100 with emphasis on more advanced programming that involve classic data structures such as arrays, dictionaries, linked lists, queues, stacks, and trees. Recursive techniques and efficiency considerations will also be covered. Prerequisite: CSIT1100.
- CSIT2010Object Oriented Programming
  CSIT2010 Object Oriented Programming - 3 s.h.
  A study in the design and development of object-oriented programs in the Java language for those with basic programming skills. Project assignments will give students extensive practice in designing classes and extending class hierarchies in order to develop software solutions based on interacting objects. UML diagrams and unique features of the Java language will also be covered. Prerequisite: CSIT1100.
- CSIT2100Intermediate Programming
  CSIT2100 Intermediate Programming - 1-3 s.h.
  Intermediate-level programming using a specific programming language, tool-set, methodology, or genre such as COBOL, C++, PHP, Ajax, debuggers, etc. May be repeated for credit if the content is different. Scheduled course title and transcript listing will include the programming language or topic; e.g. Intermediate Programming - C++. Prerequisite: CSIT1100.
- CSIT2240Computer Hardware and Operating Systems
  CSIT2240 Computer Hardware and Operating Systems - 3 s.h.
  A study of the modern computer organization of computer systems at the discrete and operating system levels. Topics include the core components of hardware and operating systems such as processor organization, digital logic and circuitry, instruction processing mechanisms, process management, memory management, and virtualization. Prerequisite: CSIT1200.
- CSIT2300Linux Operating Systems
  CSIT2300 Linux Operating Systems - 3 s.h.
  A study of various utility tools and script programming as well as system programming available in Linux systems. Students learn C programming language for system level programming and Unix/Linux shell script for system administration and maintenance. Course will require significant programming. Prerequisite: CSIT1200.
- CSIT3120Computer Networks and Network Security
  CSIT3120 Computer Networks and Network Security - 3 s.h.
  A study of networking technologies and network security. Topics include networking concepts, the OSI model, packet structure, and communication protocols as well as core concept of information security such as encryption, malware, and software exploitation. Course will require significant programming. Prerequisite: CSIT2240 (Computer Hardware and Operating Systems).
- CSIT3200Systems Analysis and Design
  CSIT3200 Systems Analysis and Design - 3 s.h.
  A study of current strategies and techniques to analyze and model information system requirements, covering managerial, behavioral, and technical components of the system’s analysis and design process. Object-oriented software design will be emphasized. Prerequisite: CSIT2010.
- CSIT3300Database Concepts and SQL
  CSIT3300 Database Concepts and SQL - 3 s.h.
  A study of the concepts and structures required to implement a database system including the logical design and physical organization of the database. Emphasis is given to the design and development of database systems that includes understanding and applying entity-relationship models. Implementation of a database using SQL on a database system is included. Prerequisite: CSIT1100.
- CSIT4100Systems Development Project
  CSIT4100 Systems Development Project - 1-3 s.h.
  In-depth project in consultation with the sponsoring faculty member. Students will complete a project that requires design, interactivity and creativity. The project will include some technical aspects and complete documentation of the project is required. The project requires a formal presentation at completion. Prerequisite: Instructor's consent.
- DSCI1500Beginning Data Science and Data Analytics
  DSCI1500 Beginning Data Science and Data Analytics - 3 s.h.
  Introduction to the basic methods of analysis in Data Science and Data Analytics. This course introduces students to the basic statistical methods, coding applications, problem solving, and data integrity issues common to the field.
- MATH1510Calculus I
  MATH1510 Calculus I - 4 s.h.
  Limits, continuity, differentiation, and applications including exponential, logarithmic, trigonometric, and inverse functions. Mean value theorem, curve sketching, Riemann sums, and the fundamental theorem of calculus. Prerequisite: 2 years high school algebra. ELO6 Math, GE2B Foundational Skills-Mathematics/Quantitative.
- MATH2350Discrete Mathematics
  MATH2350 Discrete Mathematics - 3 s.h.
  A survey of topics in discrete mathematics focusing on introductory logic, methods of mathematical proof, set theory, determinants and matrices, combinatorics, and graph theory. Prerequisite: Instructor approval for non-CSIT/MATH majors, 2 years high school algebra or MATH1280. ELO6 Math, GE2B Foundational Skills-Mathematics/Quantitative.
CSIT1100Principles of Computing CSIT1200Data Structures CSIT2010Object Oriented Programming CSIT2100Intermediate Programming CSIT2240Computer Hardware and Operating Systems CSIT2300Linux Operating Systems CSIT3120Computer Networks and Network Security CSIT3200Systems Analysis and Design CSIT3300Database Concepts and SQL CSIT4100Systems Development Project DSCI1500Beginning Data Science and Data Analytics MATH1510Calculus I MATH2350Discrete Mathematics
Course Descriptions

CSIT1100 Principles of Computing - 3 s.h.
An introduction to the fundamentals of computer programming through extensive practice developing software in the Python language. Fundamental terminology and topics such as integrated development environments, variables, data types, control structures, functions, and objects will be covered. ELO4 Global Learning - Innovation

CSIT1200 Data Structures - 3 s.h.
Continuation of CSIT1100 with emphasis on more advanced programming that involve classic data structures such as arrays, dictionaries, linked lists, queues, stacks, and trees. Recursive techniques and efficiency considerations will also be covered. Prerequisite: CSIT1100.

CSIT2010 Object Oriented Programming - 3 s.h.
A study in the design and development of object-oriented programs in the Java language for those with basic programming skills. Project assignments will give students extensive practice in designing classes and extending class hierarchies in order to develop software solutions based on interacting objects. UML diagrams and unique features of the Java language will also be covered. Prerequisite: CSIT1100.

CSIT2100 Intermediate Programming - 1-3 s.h.
Intermediate-level programming using a specific programming language, tool-set, methodology, or genre such as COBOL, C++, PHP, Ajax, debuggers, etc. May be repeated for credit if the content is different. Scheduled course title and transcript listing will include the programming language or topic; e.g. Intermediate Programming - C++. Prerequisite: CSIT1100.

CSIT2240 Computer Hardware and Operating Systems - 3 s.h.
A study of the modern computer organization of computer systems at the discrete and operating system levels. Topics include the core components of hardware and operating systems such as processor organization, digital logic and circuitry, instruction processing mechanisms, process management, memory management, and virtualization. Prerequisite: CSIT1200.

CSIT2300 Linux Operating Systems - 3 s.h.
A study of various utility tools and script programming as well as system programming available in Linux systems. Students learn C programming language for system level programming and Unix/Linux shell script for system administration and maintenance. Course will require significant programming. Prerequisite: CSIT1200.

CSIT3120 Computer Networks and Network Security - 3 s.h.
A study of networking technologies and network security. Topics include networking concepts, the OSI model, packet structure, and communication protocols as well as core concept of information security such as encryption, malware, and software exploitation. Course will require significant programming. Prerequisite: CSIT2240 (Computer Hardware and Operating Systems).

CSIT3200 Systems Analysis and Design - 3 s.h.
A study of current strategies and techniques to analyze and model information system requirements, covering managerial, behavioral, and technical components of the system’s analysis and design process. Object-oriented software design will be emphasized. Prerequisite: CSIT2010.

CSIT3300 Database Concepts and SQL - 3 s.h.
A study of the concepts and structures required to implement a database system including the logical design and physical organization of the database. Emphasis is given to the design and development of database systems that includes understanding and applying entity-relationship models. Implementation of a database using SQL on a database system is included. Prerequisite: CSIT1100.

CSIT4100 Systems Development Project - 1-3 s.h.
In-depth project in consultation with the sponsoring faculty member. Students will complete a project that requires design, interactivity and creativity. The project will include some technical aspects and complete documentation of the project is required. The project requires a formal presentation at completion. Prerequisite: Instructor's consent.

DSCI1500 Beginning Data Science and Data Analytics - 3 s.h.
Introduction to the basic methods of analysis in Data Science and Data Analytics. This course introduces students to the basic statistical methods, coding applications, problem solving, and data integrity issues common to the field.

MATH1510 Calculus I - 4 s.h.
Limits, continuity, differentiation, and applications including exponential, logarithmic, trigonometric, and inverse functions. Mean value theorem, curve sketching, Riemann sums, and the fundamental theorem of calculus. Prerequisite: 2 years high school algebra. ELO6 Math, GE2B Foundational Skills-Mathematics/Quantitative.

MATH2350 Discrete Mathematics - 3 s.h.
A survey of topics in discrete mathematics focusing on introductory logic, methods of mathematical proof, set theory, determinants and matrices, combinatorics, and graph theory. Prerequisite: Instructor approval for non-CSIT/MATH majors, 2 years high school algebra or MATH1280. ELO6 Math, GE2B Foundational Skills-Mathematics/Quantitative.
Computer Science and Information Technology Minor
A minor in Computer Science and Information Technology requires 18 s.h. of CSIT courses including CSIT1100 and either CSIT1200 or CSIT2100.
Courses Offered
- CSIT1100Principles of Computing
  CSIT1100 Principles of Computing - 3 s.h.
  An introduction to the fundamentals of computer programming through extensive practice developing software in the Python language. Fundamental terminology and topics such as integrated development environments, variables, data types, control structures, functions, and objects will be covered. ELO4 Global Learning - Innovation
- CSIT1200Data Structures
  CSIT1200 Data Structures - 3 s.h.
  Continuation of CSIT1100 with emphasis on more advanced programming that involve classic data structures such as arrays, dictionaries, linked lists, queues, stacks, and trees. Recursive techniques and efficiency considerations will also be covered. Prerequisite: CSIT1100.
- CSIT2100Intermediate Programming
  CSIT2100 Intermediate Programming - 1-3 s.h.
  Intermediate-level programming using a specific programming language, tool-set, methodology, or genre such as COBOL, C++, PHP, Ajax, debuggers, etc. May be repeated for credit if the content is different. Scheduled course title and transcript listing will include the programming language or topic; e.g. Intermediate Programming - C++. Prerequisite: CSIT1100.
CSIT1100Principles of Computing CSIT1200Data Structures CSIT2100Intermediate Programming
Course Descriptions

CSIT1100 Principles of Computing - 3 s.h.
An introduction to the fundamentals of computer programming through extensive practice developing software in the Python language. Fundamental terminology and topics such as integrated development environments, variables, data types, control structures, functions, and objects will be covered. ELO4 Global Learning - Innovation

CSIT1200 Data Structures - 3 s.h.
Continuation of CSIT1100 with emphasis on more advanced programming that involve classic data structures such as arrays, dictionaries, linked lists, queues, stacks, and trees. Recursive techniques and efficiency considerations will also be covered. Prerequisite: CSIT1100.

CSIT2100 Intermediate Programming - 1-3 s.h.
Intermediate-level programming using a specific programming language, tool-set, methodology, or genre such as COBOL, C++, PHP, Ajax, debuggers, etc. May be repeated for credit if the content is different. Scheduled course title and transcript listing will include the programming language or topic; e.g. Intermediate Programming - C++. Prerequisite: CSIT1100.
Data Analytics for Computer Science and Information Technology Certificate
Students wishing to earn the Data Analytics for Computer Science and Information Technology certificate must complete the following 18 credit hours with Graceland University.
- CSIT1100 Principles of Computing – 3 s.h.
- CSIT1200 Data Structures – 3 s.h.
- CSIT3300 Data Base Concepts and SQL – 3 s.h.
- CSIT4200 Machine Learning or DSCI4320 Practical Application of Data Science – 3 s.h.
- DSCI1500 Beginning Data Science and Data Analytics – 3 s.h.
- DSCI4700 Capstone for Data Analytics Certificates – 3 s.h.
Courses Offered
- CSIT1100Principles of Computing
  CSIT1100 Principles of Computing - 3 s.h.
  An introduction to the fundamentals of computer programming through extensive practice developing software in the Python language. Fundamental terminology and topics such as integrated development environments, variables, data types, control structures, functions, and objects will be covered. ELO4 Global Learning - Innovation
- CSIT1200Data Structures
  CSIT1200 Data Structures - 3 s.h.
  Continuation of CSIT1100 with emphasis on more advanced programming that involve classic data structures such as arrays, dictionaries, linked lists, queues, stacks, and trees. Recursive techniques and efficiency considerations will also be covered. Prerequisite: CSIT1100.
- CSIT3300Database Concepts and SQL
  CSIT3300 Database Concepts and SQL - 3 s.h.
  A study of the concepts and structures required to implement a database system including the logical design and physical organization of the database. Emphasis is given to the design and development of database systems that includes understanding and applying entity-relationship models. Implementation of a database using SQL on a database system is included. Prerequisite: CSIT1100.
- CSIT4200Machine Learning
  CSIT4200 Machine Learning - 3 s.h.
  A study of regression, kernels, support vector machines, clustering, Neural networks. Prerequisites: MATH3340, MATH2510, CSIT1200. (Students participating in the 4+1 Masters program in Data Science and Analytics should sign up for DSCI5370 Machine Learning.)
- DSCI1500Beginning Data Science and Data Analytics
  DSCI1500 Beginning Data Science and Data Analytics - 3 s.h.
  Introduction to the basic methods of analysis in Data Science and Data Analytics. This course introduces students to the basic statistical methods, coding applications, problem solving, and data integrity issues common to the field.
- DSCI4320Practical Applications of Data Science
  DSCI4320 Practical Applications of Data Science - 3 s.h.
  Exploratory data analysis is introduced along with fundamental considerations for data analysis on real data sets. Classical models and techniques for classification are included. Methods of data visualization are introduced. Prerequisites: CSIT4200 (Students participating in the 4+1 Masters program in Data Science and Analytics should sign up for DSCI5320 Practical Application of Data Science.)
- DSCI4700Capstone for Data Analytics Certificates
  DSCI4700 Capstone for Data Analytics Certificates - 3 s.h.
  The course covers the basic aspects of a complete data analytics project. Students will use data sets obtained from community partners. Students will work in teams with each team producing a problem definition in conjunction with the client, conducting the proposed analysis directed at providing insight into the problem, and disseminating the results of the analysis in written and oral form.
CSIT1100Principles of Computing CSIT1200Data Structures CSIT3300Database Concepts and SQL CSIT4200Machine Learning DSCI1500Beginning Data Science and Data Analytics DSCI4320Practical Applications of Data Science DSCI4700Capstone for Data Analytics Certificates
Course Descriptions

CSIT1100 Principles of Computing - 3 s.h.
An introduction to the fundamentals of computer programming through extensive practice developing software in the Python language. Fundamental terminology and topics such as integrated development environments, variables, data types, control structures, functions, and objects will be covered. ELO4 Global Learning - Innovation

CSIT1200 Data Structures - 3 s.h.
Continuation of CSIT1100 with emphasis on more advanced programming that involve classic data structures such as arrays, dictionaries, linked lists, queues, stacks, and trees. Recursive techniques and efficiency considerations will also be covered. Prerequisite: CSIT1100.

CSIT3300 Database Concepts and SQL - 3 s.h.
A study of the concepts and structures required to implement a database system including the logical design and physical organization of the database. Emphasis is given to the design and development of database systems that includes understanding and applying entity-relationship models. Implementation of a database using SQL on a database system is included. Prerequisite: CSIT1100.

CSIT4200 Machine Learning - 3 s.h.
A study of regression, kernels, support vector machines, clustering, Neural networks. Prerequisites: MATH3340, MATH2510, CSIT1200. (Students participating in the 4+1 Masters program in Data Science and Analytics should sign up for DSCI5370 Machine Learning.)

DSCI1500 Beginning Data Science and Data Analytics - 3 s.h.
Introduction to the basic methods of analysis in Data Science and Data Analytics. This course introduces students to the basic statistical methods, coding applications, problem solving, and data integrity issues common to the field.

DSCI4320 Practical Applications of Data Science - 3 s.h.
Exploratory data analysis is introduced along with fundamental considerations for data analysis on real data sets. Classical models and techniques for classification are included. Methods of data visualization are introduced. Prerequisites: CSIT4200 (Students participating in the 4+1 Masters program in Data Science and Analytics should sign up for DSCI5320 Practical Application of Data Science.)

DSCI4700 Capstone for Data Analytics Certificates - 3 s.h.
The course covers the basic aspects of a complete data analytics project. Students will use data sets obtained from community partners. Students will work in teams with each team producing a problem definition in conjunction with the client, conducting the proposed analysis directed at providing insight into the problem, and disseminating the results of the analysis in written and oral form.
Course list - Computer Science and Information Technology
Courses Offered
- CSIT1060Introduction to Web Programming
  CSIT1060 Introduction to Web Programming - 3 s.h.
  Basics of how the World Wide Web works and web site construction using HTML and CSS. Related technology skills will be covered.
- CSIT1100Principles of Computing
  CSIT1100 Principles of Computing - 3 s.h.
  An introduction to the fundamentals of computer programming through extensive practice developing software in the Python language. Fundamental terminology and topics such as integrated development environments, variables, data types, control structures, functions, and objects will be covered. ELO4 Global Learning - Innovation
- CSIT1200Data Structures
  CSIT1200 Data Structures - 3 s.h.
  Continuation of CSIT1100 with emphasis on more advanced programming that involve classic data structures such as arrays, dictionaries, linked lists, queues, stacks, and trees. Recursive techniques and efficiency considerations will also be covered. Prerequisite: CSIT1100.
- CSIT1900Elementary Topics in Computing or Information Technology
  CSIT1900 Elementary Topics in Computing or Information Technology - 1-3 s.h.
  A study of selected elementary topics in computing or information technology that are not offered in the regular curriculum. May be repeated for credit when topics are different.
- CSIT2000Individual Study
  CSIT2000 Individual Study - 1-3 s.h.
- CSIT2010Object Oriented Programming
  CSIT2010 Object Oriented Programming - 3 s.h.
  A study in the design and development of object-oriented programs in the Java language for those with basic programming skills. Project assignments will give students extensive practice in designing classes and extending class hierarchies in order to develop software solutions based on interacting objects. UML diagrams and unique features of the Java language will also be covered. Prerequisite: CSIT1100.
- CSIT2100Intermediate Programming
  CSIT2100 Intermediate Programming - 1-3 s.h.
  Intermediate-level programming using a specific programming language, tool-set, methodology, or genre such as COBOL, C++, PHP, Ajax, debuggers, etc. May be repeated for credit if the content is different. Scheduled course title and transcript listing will include the programming language or topic; e.g. Intermediate Programming - C++. Prerequisite: CSIT1100.
- CSIT2110Introduction to Geographic Information Sciences (also SUST2100)
  CSIT2110 Introduction to Geographic Information Sciences (also SUST2100) - 3 s.h.
  Students will learn theoretical and practical foundations related to geographic information systems and spatial analysis. Emphasis on teaching students to integrate and analyze spatial information from various sources. Includes a weekly laboratory section. Prerequisite: MATH1380.
- CSIT2240Computer Hardware and Operating Systems
  CSIT2240 Computer Hardware and Operating Systems - 3 s.h.
  A study of the modern computer organization of computer systems at the discrete and operating system levels. Topics include the core components of hardware and operating systems such as processor organization, digital logic and circuitry, instruction processing mechanisms, process management, memory management, and virtualization. Prerequisite: CSIT1200.
- CSIT2300Linux Operating Systems
  CSIT2300 Linux Operating Systems - 3 s.h.
  A study of various utility tools and script programming as well as system programming available in Linux systems. Students learn C programming language for system level programming and Unix/Linux shell script for system administration and maintenance. Course will require significant programming. Prerequisite: CSIT1200.
- CSIT3000Individual Study
  CSIT3000 Individual Study - 1-3 s.h.
- CSIT3100Operating Systems and Networks
  CSIT3100 Operating Systems and Networks - 3 s.h.
  A study of operating systems and networking concepts such as multithreading, task management, storage management, local and wide area networks, TCP/IP (Internet protocols), security, and distributed systems. Prerequisite: CSIT1300 and CSIT2200. +This course is only offered every other year.
- CSIT3120Computer Networks and Network Security
  CSIT3120 Computer Networks and Network Security - 3 s.h.
  A study of networking technologies and network security. Topics include networking concepts, the OSI model, packet structure, and communication protocols as well as core concept of information security such as encryption, malware, and software exploitation. Course will require significant programming. Prerequisite: CSIT2240 (Computer Hardware and Operating Systems).
- CSIT3200Systems Analysis and Design
  CSIT3200 Systems Analysis and Design - 3 s.h.
  A study of current strategies and techniques to analyze and model information system requirements, covering managerial, behavioral, and technical components of the system’s analysis and design process. Object-oriented software design will be emphasized. Prerequisite: CSIT2010.
- CSIT3300Database Concepts and SQL
  CSIT3300 Database Concepts and SQL - 3 s.h.
  A study of the concepts and structures required to implement a database system including the logical design and physical organization of the database. Emphasis is given to the design and development of database systems that includes understanding and applying entity-relationship models. Implementation of a database using SQL on a database system is included. Prerequisite: CSIT1100.
- CSIT3400Programming Languages
  CSIT3400 Programming Languages - 3 s.h.
  A study of programming language concepts across a wide variety of computer languages such as scripting languages, object-oriented languages, functional languages, and web-programming languages. A survey of specific languages will be studied and programming projects in several of them will be done. Prerequisite: CSIT1200 +This course is only offered every other year.
- CSIT3500Management of Information Systems
  CSIT3500 Management of Information Systems - 3 s.h.
  Study of the fundamentals of information technology and how they support and interact with business organizations. Emphasis is on building a broad, basic technology framework.
- CSIT3600Electronic Commerce (also BUAD3600)
  CSIT3600 Electronic Commerce (also BUAD3600) - 3 s.h.
  Exploration of the technologies and business environment surrounding the emergence of electronic commerce. There will be both a technical and non-technical track option for students, however, all students will be introduced to technical skills for implementing an electronic commerce website. Offered Spring even years. +This course is only offered every other year.
- CSIT3700Internship in Computing and Information Technology
  CSIT3700 Internship in Computing and Information Technology - 1-3 s.h.
  This internship allows students to work with professionals in career areas relating to computing and information technology. Student will play an active role in identifying internship opportunities and field sponsors. May be repeated for a maximum of 9 semesters hours. (Graded on Pass/ Fail basis.) Prerequisite: Instructor’s consent.
- CSIT3710Internship in Data Science (also MATH3710)
  CSIT3710 Internship in Data Science (also MATH3710) - 3 s.h.
  Application of data science skills and methods to client projects. Students will interact with clients and prepare formal reports and presentations. (Graded on Pass/ Fail basis.) Prerequisite: Instructor’s consent.
- CSIT3800Current Issues and Technologies
  CSIT3800 Current Issues and Technologies - 1-3 s.h.
  Exploration of an issue or technology that has emerged or exists in a state of change. Typically there will be a significant hands-on component to the course. Course title will include a subtitle; e.g. Current Issues and Technologies – Data Mining. May be repeated for credit when the subtitle is different.
- CSIT3900Topics in Computer Science and Information Technology
  CSIT3900 Topics in Computer Science and Information Technology - 1-3 s.h.
  A study of selected topics in computer science and information technology. May be repeated for credit when the topics are different.
- CSIT4000Individual Study
  CSIT4000 Individual Study - 1-3 s.h.
  Research-level study, especially one in which a conference presentation or published paper is the goal. Prerequisite: Instructor's consent.
- CSIT4100Systems Development Project
  CSIT4100 Systems Development Project - 1-3 s.h.
  In-depth project in consultation with the sponsoring faculty member. Students will complete a project that requires design, interactivity and creativity. The project will include some technical aspects and complete documentation of the project is required. The project requires a formal presentation at completion. Prerequisite: Instructor's consent.
- CSIT4200Machine Learning
  CSIT4200 Machine Learning - 3 s.h.
  A study of regression, kernels, support vector machines, clustering, Neural networks. Prerequisites: MATH3340, MATH2510, CSIT1200. (Students participating in the 4+1 Masters program in Data Science and Analytics should sign up for DSCI5370 Machine Learning.)
CSIT1060Introduction to Web Programming CSIT1100Principles of Computing CSIT1200Data Structures CSIT1900Elementary Topics in Computing or Information Technology CSIT2000Individual Study CSIT2010Object Oriented Programming CSIT2100Intermediate Programming CSIT2110Introduction to Geographic Information Sciences (also SUST2100) CSIT2240Computer Hardware and Operating Systems CSIT2300Linux Operating Systems CSIT3000Individual Study CSIT3100Operating Systems and Networks CSIT3120Computer Networks and Network Security CSIT3200Systems Analysis and Design CSIT3300Database Concepts and SQL CSIT3400Programming Languages CSIT3500Management of Information Systems CSIT3600Electronic Commerce (also BUAD3600) CSIT3700Internship in Computing and Information Technology CSIT3710Internship in Data Science (also MATH3710) CSIT3800Current Issues and Technologies CSIT3900Topics in Computer Science and Information Technology CSIT4000Individual Study CSIT4100Systems Development Project CSIT4200Machine Learning
Course Descriptions

CSIT1060 Introduction to Web Programming - 3 s.h.
Basics of how the World Wide Web works and web site construction using HTML and CSS. Related technology skills will be covered.

CSIT1100 Principles of Computing - 3 s.h.
An introduction to the fundamentals of computer programming through extensive practice developing software in the Python language. Fundamental terminology and topics such as integrated development environments, variables, data types, control structures, functions, and objects will be covered. ELO4 Global Learning - Innovation

CSIT1200 Data Structures - 3 s.h.
Continuation of CSIT1100 with emphasis on more advanced programming that involve classic data structures such as arrays, dictionaries, linked lists, queues, stacks, and trees. Recursive techniques and efficiency considerations will also be covered. Prerequisite: CSIT1100.

CSIT1900 Elementary Topics in Computing or Information Technology - 1-3 s.h.
A study of selected elementary topics in computing or information technology that are not offered in the regular curriculum. May be repeated for credit when topics are different.

CSIT2000 Individual Study - 1-3 s.h.

CSIT2010 Object Oriented Programming - 3 s.h.
A study in the design and development of object-oriented programs in the Java language for those with basic programming skills. Project assignments will give students extensive practice in designing classes and extending class hierarchies in order to develop software solutions based on interacting objects. UML diagrams and unique features of the Java language will also be covered. Prerequisite: CSIT1100.

CSIT2100 Intermediate Programming - 1-3 s.h.
Intermediate-level programming using a specific programming language, tool-set, methodology, or genre such as COBOL, C++, PHP, Ajax, debuggers, etc. May be repeated for credit if the content is different. Scheduled course title and transcript listing will include the programming language or topic; e.g. Intermediate Programming - C++. Prerequisite: CSIT1100.

CSIT2110 Introduction to Geographic Information Sciences (also SUST2100) - 3 s.h.
Students will learn theoretical and practical foundations related to geographic information systems and spatial analysis. Emphasis on teaching students to integrate and analyze spatial information from various sources. Includes a weekly laboratory section. Prerequisite: MATH1380.

CSIT2240 Computer Hardware and Operating Systems - 3 s.h.
A study of the modern computer organization of computer systems at the discrete and operating system levels. Topics include the core components of hardware and operating systems such as processor organization, digital logic and circuitry, instruction processing mechanisms, process management, memory management, and virtualization. Prerequisite: CSIT1200.

CSIT2300 Linux Operating Systems - 3 s.h.
A study of various utility tools and script programming as well as system programming available in Linux systems. Students learn C programming language for system level programming and Unix/Linux shell script for system administration and maintenance. Course will require significant programming. Prerequisite: CSIT1200.

CSIT3000 Individual Study - 1-3 s.h.

CSIT3100 Operating Systems and Networks - 3 s.h.
A study of operating systems and networking concepts such as multithreading, task management, storage management, local and wide area networks, TCP/IP (Internet protocols), security, and distributed systems. Prerequisite: CSIT1300 and CSIT2200. +This course is only offered every other year.

CSIT3120 Computer Networks and Network Security - 3 s.h.
A study of networking technologies and network security. Topics include networking concepts, the OSI model, packet structure, and communication protocols as well as core concept of information security such as encryption, malware, and software exploitation. Course will require significant programming. Prerequisite: CSIT2240 (Computer Hardware and Operating Systems).

CSIT3200 Systems Analysis and Design - 3 s.h.
A study of current strategies and techniques to analyze and model information system requirements, covering managerial, behavioral, and technical components of the system’s analysis and design process. Object-oriented software design will be emphasized. Prerequisite: CSIT2010.

CSIT3300 Database Concepts and SQL - 3 s.h.
A study of the concepts and structures required to implement a database system including the logical design and physical organization of the database. Emphasis is given to the design and development of database systems that includes understanding and applying entity-relationship models. Implementation of a database using SQL on a database system is included. Prerequisite: CSIT1100.

CSIT3400 Programming Languages - 3 s.h.
A study of programming language concepts across a wide variety of computer languages such as scripting languages, object-oriented languages, functional languages, and web-programming languages. A survey of specific languages will be studied and programming projects in several of them will be done. Prerequisite: CSIT1200 +This course is only offered every other year.

CSIT3500 Management of Information Systems - 3 s.h.
Study of the fundamentals of information technology and how they support and interact with business organizations. Emphasis is on building a broad, basic technology framework.

CSIT3600 Electronic Commerce (also BUAD3600) - 3 s.h.
Exploration of the technologies and business environment surrounding the emergence of electronic commerce. There will be both a technical and non-technical track option for students, however, all students will be introduced to technical skills for implementing an electronic commerce website. Offered Spring even years. +This course is only offered every other year.

CSIT3700 Internship in Computing and Information Technology - 1-3 s.h.
This internship allows students to work with professionals in career areas relating to computing and information technology. Student will play an active role in identifying internship opportunities and field sponsors. May be repeated for a maximum of 9 semesters hours. (Graded on Pass/ Fail basis.) Prerequisite: Instructor’s consent.

CSIT3710 Internship in Data Science (also MATH3710) - 3 s.h.
Application of data science skills and methods to client projects. Students will interact with clients and prepare formal reports and presentations. (Graded on Pass/ Fail basis.) Prerequisite: Instructor’s consent.

CSIT3800 Current Issues and Technologies - 1-3 s.h.
Exploration of an issue or technology that has emerged or exists in a state of change. Typically there will be a significant hands-on component to the course. Course title will include a subtitle; e.g. Current Issues and Technologies – Data Mining. May be repeated for credit when the subtitle is different.

CSIT3900 Topics in Computer Science and Information Technology - 1-3 s.h.
A study of selected topics in computer science and information technology. May be repeated for credit when the topics are different.

CSIT4000 Individual Study - 1-3 s.h.
Research-level study, especially one in which a conference presentation or published paper is the goal. Prerequisite: Instructor's consent.

CSIT4100 Systems Development Project - 1-3 s.h.
In-depth project in consultation with the sponsoring faculty member. Students will complete a project that requires design, interactivity and creativity. The project will include some technical aspects and complete documentation of the project is required. The project requires a formal presentation at completion. Prerequisite: Instructor's consent.

CSIT4200 Machine Learning - 3 s.h.
A study of regression, kernels, support vector machines, clustering, Neural networks. Prerequisites: MATH3340, MATH2510, CSIT1200. (Students participating in the 4+1 Masters program in Data Science and Analytics should sign up for DSCI5370 Machine Learning.)

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