Master of Science in Data Science

at San Jose State University USA

The master’s program in Biological Sciences with a concentration in Ecology and Evolution, offered by the Department of Biological Sciences, offers students training in the pursuit of rigorous scientific investigation with an emphasis on ecological and evolutionary processes. Students in this degree program emphasize botany, entomology, zoology, or conservation biology through the choice of advisor, committee, course work, and thesis or project. Our graduates have an excellent grasp of the theory and application of ecological and evolutionary principles.

In addition, students with our degree will have gained experience in critical thinking, problem-solving, research methodology (e.g., experimental design, sampling techniques, and analysis), and both written and oral communication. Our alumni are successful applicants for doctoral degree programs and generally attain high-level academic and non-academic positions in both the private and public sectors.

Music Composition Majors engage themselves in the study of new music and its construction for traditional ensembles as well as electro-acoustic mediums. Private composition lessons are at the heart of this degree program: each student is given individual time to be mentored by one of our distinguished faculty in the art of composing music. This degree program also offers group composition classes and provides many opportunities for students to hear their own works performed by other students and faculty members. Students in this program must complete both junior and senior recitals in addition to the regular course of study.

The Bachelor of Science degree in ComputerEngineering (CMPE) goes beyond programming to include engineering methodologies and hands-on project experience. The program prepares students to become qualified engineers for IT leading companies in Silicon Valley and international engineering market by providing them with state-of-the-art engineering methods, emergent technologies, team work experience, and solutions so they are capable to address design, coding, validation, and measurement issues for the construction of large-scale computer systems and software applications in the real world.

The MS in Computer Engineering program provides students with an educational experience that combines electrical engineering and computer science with the best of academia, the high-tech industry, and the Silicon Valley. The high-tech industry increasingly requires engineers to be equipped with both hardware and software development knowledge and skills. The program provides in-class theory with hands-on hardware design and software development exercises to give students the skills necessary to create contemporary microelectronic  products that are typically embedded computing systems containing both hardware and software. Graduates with an MS in Computer Engineering can expect to find significant opportunities in digital and computer hardware design and verification, system-level software development, and prototyping and testing as well as technical support and marketing.

• Founding member of the national Cybersecurity Research Center (TRUST) and of the NISA Center
• World finalist team in the Microsoft Embedded Systems Challenge
• Supported by Intel, Cadence, Xilinx, Cisco, Oracle, Sun, BEA, IBM, Microsoft, and more

Program Learning Outcomes

• Be able to demonstrate an understanding of advanced knowledge of the practice of computer engineering, from vision to analysis, design, validation, and deployment.
• Be able to tackle complex engineering problems and tasks using contemporary engineering principles, methodologies and tools.
• Be able to demonstrate leadership and the ability to participate in teamwork in an environment with different disciplines of engineering, science, and business.
• Be aware of ethical, economic, and environmental implications of their work, as appropriate.
• Be able to advance successfully in the engineering profession and sustain a process of life-long learning in engineering or other professional areas.
• Be able to communicate effectively in both oral and written forms.

Professional degree programs lead to careers in performance, composition, jazz studies, and music education including a fifth year credential program. We highlight core courses in our curriculum that include experience in performance, music systems (theory), technology and improvisation. Beyond the core courses, individual contracts or concentrations within the BA and BM degree address professional opportunities that include:

• Credentialed school instruction
• Private school instruction
• Vocalists or instrumentalists for the concert stage, opera, musical theater, jazz
• Composers and/or arrangers for film, television, multimedia
• Sound engineering and music technology
• Conductors in all performance areas
• Arts and education administration
• Writer/scholar in Music or Dance

This is a flexible program of general studies with minimum performance requirements that allows students to combine studies in music with other fields of interest. An entrance audition is required. All students must complete the core classes and then consult the Music Advisor to design a Capstone that includes elective coursework from at least three different areas. BA students wishing to participate in private lessons must also be enrolled in an ensemble.

The BA in Sociology, offered by the Department of Sociology and Interdisciplinary Social Sciences, educates students about social processes that create, maintain, and transform social institutions and social identities. Sociology provides a framework for understanding social behavior in groups, social change and inequality in society, and solutions to social problems. Analytical and research skills speak to the needs of a changing world. The degree offers students the widest flexibility in terms of future career choices.

The Master of Arts degree in Spanish offers students the opportunity to pursue studies in Hispanic literature, linguistics, and culture. The program prepares students for doctoral studies and for careers in the teaching of Spanish, bilingual education, international business, social and governmental services, and other related areas.

Marketing examines the most dynamic aspect of business. As you go through the marketing courses you'll feel the excitement of learning about and dealing with issues and trends faced by real world marketing managers, even as they struggle with the same realities and opportunities. In the Marketing concentration students will learn about creating a product or service and managing relationships with customers. In the effort to continuously keep pace with the Silicon Valley, the marketing program is designed to spark student innovation and provide multi-disciplinary opportunities through an academically challenging curriculum. For instance, a cluster of high technology marketing electives is offered to keep majors on top of the latest advancements in the marketing field.

Keeping in step with the global marketplace, you may take courses in International Marketing, providing instruction on national and international concepts for developing and selling products. The marketing program also focuses on the business functions concerned with market definition and objectives, product or service development, customer segmentation and product positioning. When you graduate, you will have the confidence of entering the world of marketing ready and primed to take part in this fast-changing and exciting career field.

Geography majors complete a program of study that leads to a general geography degree and includes major electives that allow them to focus more specifically on a particular area of Geography. The program prepares students to understand the environment around us and interpret human and non-human patterns across the Earth's surface. The major allows flexibility in course selection while providing a strong foundation in human, physical, and regional aspects of our discipline. Geography at SJSU also features a strong technology component based on applications of GIS, digital cartography, remote sensing, spatial analysis, and data visualization. Geography is essential to the growing need for global literacy and our faculty is committed to working with students to develop the skills that will serve them well whether in a career or moving on to graduate studies. Career opportunities for graduates with these skills are wide open.

The Master of Science in Data Analytics, offered by the Department of Applied Data Science, is developed in partnership with industry experts targeting students from diverse academic and professional backgrounds. Students receive the advanced education necessary to apply analytics to solve real-world problems by immersing them in the full data analytics process lifecycle.

Students learn how to build portfolios of data analytics projects by leveraging the interrelationship between domain data knowledge and emerging information technologies. Students advance their knowledge and skills through the integration of:

• Identifying domain-specific problems, defining requirements, and establishing measurable organizational objectives.
• Performing data exploration, preparation, visualization, and governance.
• Applying programming, statistics, database, data mining, and machine learning technologies to build models for descriptive, diagnostic, predictive, and prescriptive data analytics.
• Engaging in the development, validation, and monitoring of data analytics systems to meet requirements and objectives.

Today most organizations treat analytics as a strategic asset, and analytics is central to many functional roles and skills. This program prepares students for a career in data analytics in almost all industry domains. Potential career roles for graduates include data analyst, data administrator, business intelligence analyst, and information research scientist.