Data Science and Artificial Intelligence

This course covers the fundamental concepts of linear algebra and analytical geometry, including matrices, vectors, linear transformations, and systems of linear equations. Students will also explore the analytical geometry of Euclidean spaces, including lines, planes, circles, spheres, and conic sections. In this course, students will develop their mathematical reasoning skills and learn how to apply these principles to solve real-world problems.

Presents the basic concepts of differential and integral calculus. Topics include limits and the derivative, curve sketching and optimization problems; the product, quotient and chain rules; indefinite and definite integrals; integration by substitution and parts; and differentiation and integration of the exponential, logarithmic and trigonometric functions. Appropriate applications are considered.

Students will learn the concepts, techniques, and structures of discrete mathematics necessary for the software engineer, including logic, sets, functions, relations, Boolean algebra, and combinatorics. The course also introduces the concept of mathematical proof.

From day one, students in this course are problem solving, first in terms of algorithmic design and then as early as week two via programming in the latest version of Python, using PyCharm. Students begin by writing a program to have a conversation, having strings and numbers as input, and advance, by week seven, to building a working password saver program, capable of looking up, adding (and encrypting), and storing passwords.

In this course, students will learn the R programming language and how to implement machine learning algorithms. They will explore fundamental R programming concepts and apply them to tasks such as data manipulation, visualization, and statistical analysis techniques. Through hands-on exercises and real-world examples, students will develop practical skills to tackle various machine learning challenges using R.

Python is a programming language with broad appeal because of its accessibility, community, sponsorship and utility. In this course students learn additional Python programming concepts and further develop their skills. Students progress from lists and basic structures to Object Oriented Programming, including objects, classes, encapsulation, abstraction modularity, memory management, inheritance and polymorphism. Students also learn advanced Python language features such as iterators and generators, along with error and exception handling.

In the Computational Logic course, designed for students pursuing a BS in Computer Science, students learn formal methods for reasoning about programs, covering propositional and predicate logic, as well as proof techniques and automated reasoning tools. Students will learn how to model problems and construct logical arguments, and explore how logic can be applied to software engineering and artificial intelligence. Through hands-on work, students will develop skills in formal reasoning and problem-solving

Learn the basics and more in this course on Relational Database Management Systems (RDBMS) and SQL (Structured Query Language). Students propose a final project in the first module and then work, week-by-week, to design, create, and populate the database. Then, students learn to create queries and stored procedures.

In this course, students will learn about NoSQL database systems and their applications in cloud-based environments, focusing on artificial intelligence and big data analytics. They will explore the fundamental concepts of non-relational databases, including document-oriented, key-value, column-family, and graph databases. Students will gain skills in designing, implementing, and optimizing NoSQL solutions for AI applications, tackling challenges such as high-volume data ingestion, real-time processing, and efficient querying of large-scale datasets.

Data analysis is a challenging, interdisciplinary process that requires an understanding of how data is generated, analyzed, interpreted, and presented. In this course students explore introductory data analysis techniques using relevant languages and tools to extract meaning from data to produce and inform solutions.

Advanced data analysis requires data to be retrieved, sorted, filtered, and more using relevant languages and tools. In this course students explore advanced data analysis techniques such as joining and manipulating tables, and constructing queries and sub-queries. Students also learn to evaluate the results and quality of analyses, and communicate outcomes effectively.

Data mining is a multidisciplinary field focused on discovering patterns and associations in data. In this course students gain proficiency in supervised data mining techniques for building prediction models including decision trees, random decision forests, bootstrapping, training and testing using multi-fold cross validation and using entropy measures for weighting features. Students also learn to use unsupervised data mining techniques such as clustering and association analysis.

In this course, students will learn key concepts and techniques in Machine Learning (ML) and Artificial Intelligence (AI). They will explore applications such as computer vision, natural language processing, and robotics. Through a combination of theoretical foundations and practical exercises, students will implement algorithms and develop AI systems using modern ML frameworks. This course also prepares students for more advanced study in the field.

In this course, students will learn practical skills in using popular Machine Learning libraries. They will work with real-world datasets to build, train, and deploy machine learning models. Students will implement common architectures like Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs), gaining hands-on experience with various ML frameworks.

In this course, students will learn the fundamental concepts and practical applications of deep learning and neural networks in artificial intelligence. They will explore the architecture and training of various neural network models. Students will gain hands-on experience in building, training, and evaluating basic deep learning models using popular frameworks.

In this course, students will learn the core principles and techniques for interpreting and analyzing visual data from the world. They will delve into topics such as image processing, feature extraction, object detection, and image segmentation. Students will implement and evaluate computer vision algorithms using modern frameworks. Practical applications, including facial recognition, autonomous driving, and augmented reality, will be explored.

In this course, students will learn advanced techniques in neural networks, including convolutional networks, recurrent networks, and generative models. They will deploy deep learning models and explore applications in image recognition, natural language processing, and other fields. Hands-on projects and practical exercises will be emphasized.

In this course, students will learn Natural Language Processing (NLP), including text preprocessing, language modeling, syntax, semantics, and machine learning techniques for language understanding. They will explore applications such as sentiment analysis, machine translation, and text generation. Through a combination of theoretical concepts and practical exercises, students will build and evaluate NLP models using modern tools and libraries.

Students are presented with the opportunity to expand and showcase their knowledge and abilities in this 15-week course where they are expected to work independently and develop a project related to their major.

This course introduces students to the foundational concepts needed to communicate effectively in writing for academic study and professional development. Students will also learn to read critically to evaluate an author's message. Students will be introduced to rhetorical modes and their role in the development of written communication. Students will also learn how to use revision strategies to create written communication that meets its intended purpose for its intended audience

This course builds on students' proficiency in the writing process and rhetorical modes to introduce the use of sources in written communication. Students will practice information literacy as they learn to determine information needs from sources, develop effective search strategies, and incorporate sources in written communication, legally and ethically.

Starting with a frame of human communication as a dynamic system of interactions in which people make choices that impact their relationships, other people, and themselves, students will define theory-informed communication concepts and processes, and critically examine how they apply to everyday life across a variety of contexts. Students will reflect on how the theory, concepts and processes apply to their own lives in becoming competent communicators who are knowledgeable, skilled, and versatile.

This course draws on fundamental concepts of contemporary group communication research to help students identify and develop strategies to communicate effectively in small groups and teams for the cooperative purpose of advancing common goals. Students will draw on listening and responding strategies learned in COMM-130 Interpersonal Communication and apply them to communicating as a leader or member of a small group. They will also learn how to recognize and manage the types of conflicts that can arise in small groups. Prerequisite: COMM-130 Interpersonal Communication

Students will learn and apply critical inquiry skills to analyze persuasive communication created by others and to develop persuasive communication/arguments of their own to solve problems in professional, civic, social, and personal contexts. Specifically, students will learn to recognize fallacies in logic; apply inductive and deductive reasoning strategies to the interpretation and development of persuasive communication; evaluate the validity of sources; and develop logically sound persuasive communication. Students will explore the roles of self-awareness, empathy, and ethics in the context of critical inquiry and the development of arguments.

This course explores the complex and evolving relationship between human beings and technology. Through a multi-disciplinary approach that draws on fields such as sociology, psychology, philosophy, and history, students will examine the ways in which technology has shaped human culture, identity, and values, as well as how humans have influenced and continue to influence the development, adoption and use of technology.

This course is an historical overview, and examination of the evolution of digital, film, and print media, and their functions. Students will identify and analyze contemporary problems of the media such as the legal, social, economic and psychological implications of their relationships with society. They also will examine the ways in which marketing and PR professionals utilize the mass media channels to reach their intended target audiences.

This course introduces students to basic statistics for data literacy. With a focus on exploring real-world data, students will interpret numerical information and utilize the tools necessary to complete the entire statistical process: designing a study; gathering, organizing, and analyzing sample data; and making inferences about a population. Students will demonstrate data-driven decision-making and effective communication of numerical data.

Introduces students to the biochemistry and physiology of nutrition and exercise. Emphasis will be placed on human body systems such as musculoskeletal, digestive, respiratory and circulatory, and their relationship to nutrition and fitness. Students will also study the biochemistry of energy conversion as it relates to exercise physiology. Laboratory sessions are designed to reinforce, by a hands-on approach, the principles discussed in lecture. Course includes two laboratory hours per week.

Students learn the biology, genetics, chemistry, and physics involved in the forensic investigation of crimes. A wide range of topics are studied including DNA, entomology, fingerprinting, trace evidence, serology (blood, saliva, and semen), blood spatter, and chemical analysis of drugs, alcohol, and other compounds. Students apply their new knowledge of forensic science through the use of case studies and laboratories. This course includes two laboratory hours per week.

Students will develop the ability to apply scientific methods to understand the natural world, to identify scientific aspects of daily life, and to evaluate the quality of scientific information based on its source and the methods used for its generation.

This course will introduce students to major streams of social justice thought, including historical social justice movements, theoretical problems having to do with social equality, personal freedom, marginalization, and stigmatization, and the ways in which civic and professional communities respond to these issues.

With pressure and release, a window opens and closes, recording light on a sensor. The simple action captures the instinct, judgement, and skill of the person behind the lens. This class will begin a study of the art and craft of photography. Students will develop their vision and their understanding of how to achieve it. Solid skills will be learned and many doors will be opened.

A survey of the continuing change experienced in art since the 15th century. Students will examine how an image is achieved as well as the significance of the subject represented. Individual inquiry concerning the nature of art is encouraged.

Students learn to appreciate films through the critical analysis of various elements of mise-en-scene, cinematography, editing and sound. The course introduces the conventions of classical Hollywood cinema, considers the work of one major director (auteur), and surveys selected international and independent films. Students view and discuss films each week.

Students in the course will explore the cultural history of the music genre broadly referred to as rock. Students will explore the social, economic and political contexts that are influenced by and that influenced each style in the United States. By listening, watching, reflecting upon, discussing and writing, students will explore how music takes on meaning, personally, and culturally. Topics and themes include the relationships between and among gospel, country, funk, folk, disco, rap and hip hop; the role of business and technology in those relationships, and political or transgressive elements of rock music.

Students will apply communication theory and research to address the particular challenges to communicating effectively in organizations. Students will learn how to identify organizational communication problems, analyze those problems, and generate effective solutions. Students will examine the relationship between organizational structure and specific communicative practices, and how communication practices by organizational members establish, maintain, or change organizational culture. They will also learn how to anticipate communication deficiencies in organizations, and use communication as a means to facilitate organizational development and innovation.

Students will learn how to create conditions for successful conflict engagement, a necessary skill for any professional. The course focuses on the foundational capacities to remain calm and connected with oneself and others. In this state students can access helpful ideas and responses and be their best selves regardless of environment. Improving facility for conflict creates stronger relationships and reduces fear. By the end of the course, students will understand that disagreement and difference can become a source of personal and interpersonal growth.

Ethics refers to accepted standards of right and wrong that prescribe what humans ought to do in various contexts, typically in relation to rights, obligations/duties, benefits to society, fairness, consequences, and virtues. In this course, students will explore both theoretical and practical dimensions of ethics in order to 1) define ethics and identify ethical positions and principles, 2) critically reflect on how ethics impacts individual and collective responsibility, decision-making, and action, and 3) apply ethics to the personal, civic, and professional contexts.

This course introduces students to the fundamental elements of technical writing (clear, concise, and targeted)that are common among seven forms of technical communication: email correspondence, editing,employment communication, proposals, long, formal reports,oral communication, and inventions. Through peer reviews and writing workshops, students develop the ability to write and edit text that precisely targets its audience. This course emphasizes deepening and broadening students' writing, speaking, and thinking abilities in a non-lecture-based, hands-on, discussion-centered classroom.

Specific application of common tools for writing in the working world. Students will be instructed in rhetorical strategies of professional writing including style, report formats, editing, document design, and integration of visual aids. Students will complete a semester-long writing project; oral and written reports associated with the process of problem-solving within the project will be included.

Provides a comprehensive analysis of the fundamentals of substantive criminal law. Students will learn the essential elements of crimes and the rationale underlying criminal law. The nature of jurisdiction, the criminal act, the criminal state of mind and matters affecting responsibility for criminal conduct are included.

This course focuses on the rules and procedures governing how the American criminal justice system must process individuals suspected, accused, and convicted of law violations.

This course draws on fundamental concepts of contemporary group communication research to help students identify and develop strategies to communicate effectively in small groups and teams for the cooperative purpose of advancing common goals. Students will draw on listening and responding strategies learned in COMM-130 Interpersonal Communication and apply them to communicating as a leader or member of a small group. They will also learn how to recognize and manage the types of conflicts that can arise in small groups. Prerequisite: COMM-130 Interpersonal Communication

Students will study important themes in the social history of the United States since the Civil War. This course allows students to expand their critical thinking skills through an examination of primary and secondary sources. Themes might include: the evolving status of women; the immigrant experience; the concept of the American dream; the paradox of freedom vs. slavery; the minority experience; the tensions between social classes. Students will be evaluated primarily on writing assignments.

In this course, students will explore broad, foundational knowledge in psychology, including its history, major theorists and a survey of psychology subfields such as developmental, cognitive and social psychology. Students will also describe and assess the role of ethics and social responsibility in the study and application of psychological theory and practices.

In this class, students will explore how social relationships, groups, societies and culture develop and change over time. From a sociological theory foundation and employing the sociological imagination, students will examine the impact of social structures, institutions, and systems on individual lives. Students will apply sociological research methods to investigate sociological phenomena in their own lives.

Principles of Economics introduces the fundamental concepts of economics - the study of how people manage resources, and how they react to scarcity. This course focuses on both microeconomics (the behavior of consumers and companies) and macroeconomics (large-scale economic factors such as employment and interest rates), so that you'll gain a broad understanding of how a modern market economy functions, how decisions in business settings are informed by economics, and how economics applies to your everyday life.