Master of Science in Statistics with Concentration in Data Science (STEM)

at California State University - East Bay USA

Cal State East Bay’s M.A. TESOL program provides students with a strong generalist preparation to work with adult English learners while still allowing students to explore particular specialties, such as general linguistics or composition studies. The program is organized around a cohort model which helps to create a strong sense of connection between classmates. There are eight required classes (28 units) as well as a departmental thesis (2 units). Most students complete the program in two academic years.

Psychology is the science of behavior and mental processes. Many psychologists work primarily with people to understand how they think, respond to stress, learn and forget, develop into unique personalities, and interact with one another. Others study the behavior and nervous systems of animals in order to find general principles that apply across species. Psychologists apply their knowledge to do therapy and counseling, to improve practices in schools, prisons, and rehabilitation centers, and to enhance performance in industrial and business settings.

The B.A. program is appropriate for most psychology students. It provides a basic understanding of human behavior and motivation that is valuable in many careers in business, government, and education. It also provides the background expected for entry into graduate programs in clinical psychology, counseling psychology, school psychology, health psychology, social psychology, or experimental psychology.

The Art Department emphasizes study in our Bachelor of Fine Arts (B.F.A.) Program. This is a professional degree that offers students the opportunity to develop greater expertise through comprehensive and intensive study in a specific area of art or design - a program that leads to successful careers in the visual art and design industries. Students who intend to pursue graduate studies or advanced skills for a professional career typically choose the B.F.A degree.

The B.F.A. professional concentrations require 70 units of study in the Department to complete the major.  There is no application procedure to enter the Bachelor of Fine Arts program beyond declaring as a B.F.A. student with a specific concentration.  The concentrations are listed below under major requirements.

Interaction & Game Design Concentration
Interaction Design focuses on the creation of meaningful experiences expressed as interactive applications and objects. Game Design applies this to entertainment, both experimental and commercial. Students analyze interactivity in art, design, and everyday life, acquire skills and develop prototypes, and work in collaborative teams to produce successful games and creatively solve real world problems.

Statistics is the science of learning from data. Majors study collecting and analyzing a variety of data, and reporting the results of the analysis.  Designs of Experiments are used to plan data collection in experimental settings, such as in medical research.  Surveys are used to collect opinions from samples in populations, such as in political polling.  Observational data is collected commonly by business as part of standard business processes, such as in website analytics.  Statistical methods are used to process data into easily read visual displays, and into summary statistics for interpretation, decision making, and reporting.

Statistics has been a rapidly growing science for many years and has many uses in other fields, such as Business Analytics, Machine Learning, Visualization, Econometrics, Biostatistics, Psychology, and many others.  Statistics is widely used by businesses and government organizations to understand changes in the economy and to make forecasts about future events based on past patterns in their data. Statistics is used to model relationships between variables and to predict future values of output variables from input variables.  Statistical methods draw accurate inferences about large groups on the basis of a representative sample from the group or population.  Descriptive Statistics are used to summarize and visualize the collected data.

The methodology of statistics can be adapted to many types of problems. Due to the extensive development of computers and the collection of large databases, the need for statistical techniques has greatly expanded in recent years.  A society like ours, which has become increasingly dependent on its data, has a growing need for statisticians.

Geography is the study of spatial distributions, relations, processes and outcomes within the human-environment system. Attention is focused on historical and contemporary human activities in the natural and built environment, and on people as the major physical, social, cultural and economic change agents across the Earth’s surface. A curriculum in Geography helps students understand the world’s physical, social, economic and cultural landscapes and how they have been transformed or altered by either the Earth’s natural processes or human modifications, and the future sustainability of our current actions in the light of our past experiences and ongoing trends such as urbanization, globalization and climate change.

The Department of Kinesiology offers programs focusing on fundamental analysis of sport, exercise and physical activity phenomena. The purpose of the Master of Science degree program is to give students a cross-disciplinary knowledge of kinesiology, develop their scholarly skills, and hone their professional application. The program serves as a terminal degree for professionals as well as preparation for those intending to complete a doctorate in Kinesiology or in one of the Allied Health Professions. Because most students are working professionals, graduate courses are offered during the evening hours.

The Department of Computer Science offers graduate study leading to the degree of Master of Science in Computer Science. This program is designed to extend the student’s knowledge in a broad manner beyond the baccalaureate degree major in Computer Science. It will both (1) deepen general understanding of theoretical principles and (2) provide exposure to important applications of Computer Science such as security, software engineering, database, networking, and others. This approach is especially important in Computer Science, where training in specific languages and systems and on specific machines is transitory, as these languages, systems, and machines evolve. In contrast, many of the principles will last, and generally apply to a wide variety of specializations within the field.  The breadth of subject material is important as many students will have a number of different job classifications in their working lives.

The Art Department emphasizes study in our Bachelor of Fine Arts (B.F.A.) Program. This is a professional degree that offers students the opportunity to develop greater expertise through comprehensive and intensive study in a specific area of art or design - a program that leads to successful careers in the visual art and design industries. Students who intend to pursue graduate studies or advanced skills for a professional career typically choose the B.F.A degree.

The B.F.A. professional concentrations require 70 units of study in the Department to complete the major.  There is no application procedure to enter the Bachelor of Fine Arts program beyond declaring as a B.F.A. student with a specific concentration.  The concentrations are listed below under major requirements.

BFA in Fine Arts Practice
The Fine Arts Practice concentration is offered for students who wish to delve deeper into their art practice, develop their key concepts, and create a focused body of work to propel their career in the Arts to the next level. Through intensive hands-on studio courses, thought-provoking academics, and BFA critiques, faculty work with students to hone their skills, widen critical thinking, strengthen creative expression, and form a deeper understanding of their role as a cultural maker. Students can specialize in drawing, painting, printmaking, sculpture, ceramics, or hybrid approaches to artmaking which may incorporate multiple media and digital media. Bridging traditional and contemporary art practices, the program prepares students with skills to produce and sustain a culturally responsive practice that embraces the emerging issues and technologies that impact society and cultural production. This degree is chosen by students who intend to become professional working artists, work in art related fields, or apply for graduate work.

The Education Specialist Credential program prepares individuals to teach and provide services to children and young adults with disabilities from kindergarten through age 22. The CSU East Bay program includes authorizations to teach and provide services for children and young adults with mild/moderate or extensive support needs including those who are English learners. While completing the requirements for the Education Specialist credential, candidates will concurrently complete the requirements for the M.S. Special Education program.

The program includes foundational coursework in educational psychology, special education law, policy and program design, instruction and assessment working with diverse populations, teaching English language learners, and teaching students with disabilities; a full complement of discipline-based methods courses; and three semesters of fieldwork and student teaching in a range of service delivery models and programs in the bay area.

The program is a full-time, two-year cohort-based program. Candidates begin with full-time enrollment in June and supervised fieldwork experiences begin in the spring semester of the first year and continue fall and spring semesters of the second year of the program. The fieldwork experience begins with three full days a week during the first year and increases to four, and then five full days, full-time teaching during the second year. The program only accepts candidates without a general education credential for the Summer Term admissions starting in June. 

The Master of Science in Business Analytics (M.S.B.A.) provides students with a balanced and broad set of knowledge and skills in data analytics. This degree offers an in-depth study of advanced information technology used in business analytics. It also provides a comprehensive presentation of quantitative methods and software for business analytics, and develops students’ knowledge and skills in applying analytics to solve business problems.