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

at California State University - East Bay USA

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.S. programs are designed for more specialized purposes. Students in the B.S. program must select one of the two concentrations in that program: Industrial/Organizational Psychology or Ergonomics and Human Factors. The concentration in Industrial/Organizational Psychology provides preparation for careers related to business, with an emphasis on personnel management. The concentration in Ergonomics and Human Factors provides preparation for careers in the design of work environments to take account of human limitations and strengths, for example, the design of equipment (computers, aircraft, automobiles) or the design of industrial procedures.

This degree program, offered through the Department of Biological Sciences and the Department of Earth and Environmental Sciences, provides the opportunity for students to acquire a practical and theoretical education in the marine sciences to prepare them for careers as marine specialists, scientists, and teachers. The program at Moss Landing provides interdepartmental work and a field facility for advanced study in the marine sciences which cannot be duplicated on the Cal State East Bay campus.

Program Learning Outcomes
Students graduating with an M.S.in Marine Science from Cal State East Bay will be able to:

• Demonstrate an understanding of fundamental concepts in a particular category of oceanography and marine science and
  • be able to synthesize and integrate across all of these fields, yet achieve a depth of understanding in the student’s individual specialty or field of study (MLML specialties include Physical Oceanography, Biological Oceanography, Chemical Oceanography, Geological Oceanography, Marine Phycology, Marine Ichthyology, Marine Turtle, Bird and Mammal Ecology, and Marine Invertebrate Zoology.)
• Demonstrate the ability to critically analyze scientific research, whether the student’s own research, or that performed by others.
• Pose relevant scientific hypotheses or questions that may then serve to guide thesis research.
• Demonstrate proficiency in the design and implementation of experiments or data collection methodologies to address specific hypotheses/questions.
• Master the skills and tools of data collection and analysis (including analytical and statistical techniques as appropriate) specific to the student’s scientific field of study.
• Demonstrate the ability to place ones own research within the larger context of relevant field of scientific study and to clearly identify the implications of this research for that field.
• Demonstrate proficiency in oral and written communication by being able to present research clearly and concisely. This includes thoughtful and thorough oral and written presentation of their thesis and their responses to questions. 

The Department of Statistics and Biostatistics offers graduate study leading to the degree Master of Science in Statistics. The program is flexible in order to serve the needs of students with varying backgrounds (including statistics, mathematics, computer science, engineering, business, economics and other quantitative fields) and with different career objectives. The program includes concentrations in in Actuarial Science, Applied Statistics, Data Science, and Mathematical Statistics. All students are expected to master a wide variety of applied statistical, computational, and probabilistic techniques and the theoretical foundations upon which these techniques are based. Students are expected to be familiar with recent developments in the field and to be able to use the statistical literature to learn new techniques and theories throughout their professional careers. In addition to the general requirements stated elsewhere in this catalog, students must satisfy the departmental requirements stated in the following paragraphs.

The MS in Educational Technology is designed for educators and e-learning developers with a focus on integrating current technologies into educational curricula. The emphasis on integrating technologies in both K-16 and business settings is a strength of the program, along with the focus in each course on 21st Century skills demanded by the Common Core State Standards (CCSS) and the New Generation Science Standards (NGSS), e.g., collaboration, creativity, critical thinking, and communication.

The program includes instruction in the foundations of educational technology, instructional design theories, computer applications, using technology for assessment, multimedia instruction, web-based instruction, distance education, and designing and producing educational software and materials. Students in this program gain knowledge in emerging technologies, instructional design, e-learning development, learning theories, multimedia production, and collaborative production. Students also gain a deep understanding of adapting to the demands of the ever-changing nature of technologies.

The Master of Arts degree in Music is an intensive program that provides advanced study for students with highly developed interests and accomplishments in music. Students are given the opportunity to improve their musicianship skills, critical skills, and professional insights in preparation for furthering their careers in performing, teaching, composing and arranging, administration, and research. It also offers opportunities for current school and college music teachers to increase their professional effectiveness and provides prospective doctoral aspirants with a sound foundation for advanced graduate study.

Students take core courses in graduate-level music theory and music history, and construct an individual course of study in an area of emphasis that supports their artistic, creative and professional goals. Areas of emphasis include: conducting studies, composition, music theory, jazz studies, music education, music history and world music, and performance.

Students in our program have opportunities to study with leading performers, composers, and scholars, and to partake in the musical and cultural richness of the San Francisco Bay Area. Emphasis is placed upon maintaining small class sizes and close student-to-teacher interactions. The program also provides flexibility for students to explore further study in areas relevant to their career goals and aspirations. Beyond the classroom, the Department of Music boasts a thriving music program that includes numerous classical, electronic and jazz ensembles. Many of our students are actively engaged in performing, teaching, and other musical pursuits while simultaneously completing their degrees.

Area of Emphasis
A minimum of 6 units of coursework in one (1) of the following areas of emphasis is required:

• Conducting Studies
• Composition
• Jazz Studies
• Music Education
• Music History and World Music
• Music Theory
• Performance

Speech pathology and audiology are clinical professions with a goal of screening, assessing and treating children and adults with disorders of speech, language, hearing, cognition and swallowing. Speech-language pathologists and audiologists have varied career interests and pursuits including working in healthcare, special education settings, in higher education, in public service, or private industry. Basic and applied research, codes of ethics, and a commitment to evidence-based and culturally competent practice form the backbone of these professions. These professions contribute to our understanding of typical and atypical communication, as well as the influence of culture on communication, and on strategies that enhance quality of life for persons affected by communication disorders and differences.

The majority of students select this degree program for professional training in speech pathology and/or audiology. Others select this major because it supports the development of a strong skill set in basic and applied science, professional conduct, and writing skills while engaging critical thinking, creativity, planning, and decision making. Coursework in the discipline draws from academic disciplines as biology, physics, psychology, statistics, linguistics, sociology, anthropology, medicine and law. The strength of the program is its rich, interdisciplinary nature that emphasizes a powerful combination of science with liberal arts, humanities, and the social sciences while providing clear depth in the major. Many of our undergraduate majors successfully pursue careers other than speech-language pathology, in fields of education, special education, health care administration, public health, social work, recreational therapy, applied behavior analysis, counseling, and case management.

Students who pursue a degree in History come to understand the major issues facing the contemporary world through a historical lens, and understand how actions and actors of the past have created the political, social, and environmental circumstances faced by civilization today. Their studies afford them entree to the riches of the recorded past and understanding of the process of historical change. At the same time, a History major enables them to develop critical reading and writing skills that are valuable in life and crucial in any employment field they choose to enter.

Ethnic Studies offers an interdisciplinary major, providing a comparative approach to the study of people of color in the United States.  Our Ethnic Studies curriculum has a strong social justice focus. Through a systematic study of the cultures, histories, and social realities of communities of color in the US, our students finish our program prepared to work effectively in multiracial, multiethnic, multigender communities. 

The Art Department offers three programs of study in the Bachelor of Arts (B.A.) Degree. The Art History and Visual Studies concentration develops students’ skills in research, visual analysis, and argumentation, leading to a range of careers in the arts or to graduate study. The concentration in Studio Arts and the concentration in Design provide broad survey art and design practices in preparation for continued professional development or creative and design careers.

The Design Concentration introduces students to processes of design thinking, critical discussion and fundamentals of visual communication. Design projects balance learning of conceptual development with technique and design tools. Students address communication problems with concept-focused solutions that integrate images, text and graphics through hands-on and digital production skills.

The MS in Early Childhood Education prepares individuals to teach and work with all students ranging in age from infancy through eight years (i.e., grade three). It includes preparation to teach all relevant subject matter. The purpose of this master’s degree is to prepare teachers to understand and deliver strong, vibrant, and relevant instruction and leadership in Early Childhood Education settings.

The MS in Early Childhood Education is specifically designed for the working practitioner to gain professional knowledge about curriculum and leadership for children ages birth to eight years old. This degree emphasizes developmentally and culturally appropriate practices, “hands-on” experiences, evidenced-based instruction, working with families, and innovative ways to build leadership and professionalism.  Education of the whole child, including cognitive, social, and emotional aspects are covered throughout the program’s curriculum.  The program is designed for preschool and T-K through third grade teachers. National, state, and local documents are evidenced in the coursework. The four-semester program includes a field-based practicum and accompanying seminar.