Master of Applied Statistics, Specialization in Data Science

at INTO Group - Colorado State University USA

Bioagricultural Sciences and Pest Management is a unique department among U.S. land grant universities, encompassing the disciplines of entomology, plant pathology, and weed science.

Areas of Study

• Biology and management of invasive species
• Ecology and biodiversity
• Entomology
• Genomics and molecular biology
• Integrated pest management
• Pest Management
• Plant Pathology
• Weed Science

The Department of Foreign Languages and Literatures offers an M.A. degree in Languages, Literatures and Cultures with a specialization in Spanish.

The Bachelor of Arts (B.A.) in Music allows students to study music within a larger context of a liberal arts education. In comparison to the curriculum leading to the Bachelor of Music (B.M.), less emphasis is placed on studies specifically in music, with greater flexibility for studies in a field outside of music. In lieu of a larger number of credits in music as required for the B.M, the B.A. student completes a 21-credit option in an area outside of music. In addition, completion of a major paper or capstone recital (half recital) is required during the senior year.

Music Therapy - Concentration
The Music Therapy Concentration is designed to prepare the student to take the examination of the Certification Board for Music Therapists (MT-BC). Music therapy is the clinical and evidence-based use of music to accomplish individualized goals within a therapeutic relationship. As a MT-BC, graduates may work in a variety of health care settings, including hospitals, clinics, rehabilitation facilities, assisted living centers, and in special education. Some music therapists maintain private practices or serve as consultants.

The undergraduate curriculum includes core music courses, music therapy methods and research courses, and general education courses. All students learn to demonstrate musicianship on several instruments including piano, guitar, and voice. Students engage with community members in a variety of service learning and clinical practicum placements, where they are supervised by board-certified music therapists. Students also complete a clinical internship at one of several approved sites, for a total of 1200 hours of clinical experience (as required by the American Music Therapy Association).

The music therapy program at CSU is internationally recognized for its leadership in clinical training and research. The music therapy area includes the Undergraduate Music Therapy Research Academy and the interdisciplinary Brainwaves Research Laboratory, where students have opportunities for hands-on involvement in music and music therapy research.

The Department of Horticulture and Landscape Architecture encourages human engagement with the landscape and demonstrate our focus to solve problems for people, agriculture, and the environment through scholarship and creativity fostered by teamwork and individual diversity.

Areas of Study

• Bioactive plant components
• Dietary intervention/cancer prevention
• Ecophysiology
• Enology
• Environmental and stress physiology
• Floriculture
• Fruit/vegetables
• Germplasm conservation
• Greenhouse technology
• Landscape ecology
• Landscape/ornamental plants
• Landscape water conservation/xeriscapes
• Organic/sustainable production
• Plant antioxidants
• Plant tissue culture
• Potato breeding
• Potato production management
• Potato storage physiology
• Rhizosphere biology/ecology
• Turfgrass science
• Viticulture

Data science is the discovery of knowledge and insight through the analysis of data. As such, it draws on the study of algorithms and their implementation from computer science, the power of abstraction and of geometric and topological formalism from mathematics, and the modeling and analysis of data from statistics. It has emerged as a separate field in response to the avalanche of data from web enabled sensors and instrumentation, mobile devices, web logs and transactions, and the availability of computing power for data storage and analysis. Modern data is challenging not only due to its large scale, but also because it is increasingly heterogeneous and unstructured. Information gleaned from this data none-the-less is revolutionizing diverse areas of human endeavor from health policy to high energy physics.

Chemists study the atomic and molecular structure of physical matter and analyze how it changes. More specifically, they investigate how basic atomic and molecular components are combined and can be manipulated to produce useful or improved products. They also develop methods to measure atomic and molecular properties and their interactions, enabling insight into a range of processes from mining to clinical diagnostics. Chemistry majors develop a solid foundation in general chemistry and mathematics followed by course work in organic chemistry, analytical chemistry, physical chemistry, inorganic chemistry, biochemistry, and physics. The curriculum is rounded out by courses in the liberal and communications arts.

Chemistry majors are encouraged to participate in undergraduate research. Ample opportunities exist for undergraduate students to become involved in ground-breaking research in the laboratories of individual faculty members. Students have access to state-of-the-art equipment in faculty laboratories and the Central Instrument Facility including NMR, FTIR, UV/Vis, fluorescence, and mass spectrometers, vacuum lines, x-ray diffractometers and many more. Undergraduate research is strongly encouraged for any student considering a career in chemistry and many students complete supervised research for academic credit.

The Department of Environmental and Radiological Health Sciences offers a wide variety of graduate opportunities in cancer biology and oncology; occupational and environmental health (i.e., industrial hygiene, ergonomics); health physics, radiation sciences (i.e., radiobiology, radioecology, radiochemistry) epidemiology and toxicology.

The Bachelor of Arts (B.A.) in Music allows students to study music within a larger context of a liberal arts education. In comparison to the curriculum leading to the Bachelor of Music (B.M.), less emphasis is placed on studies specifically in music, with greater flexibility for studies in a field outside of music. In lieu of a larger number of credits in music as required for the B.M, the B.A. student completes a 21-credit option in an area outside of music. In addition, completion of a major paper or capstone recital (half recital) is required during the senior year.

The Master of Science degree in food science and nutrition with a specialization in nutrition aims to provide you with cutting-edge educational and research opportunities in molecular, clinical, and community nutrition. The coursework has a strong focus on the relationship between nutrition and health. After completing the program, you’ll be well-positioned to pursue more advanced degrees in basic and applied sciences or to enter medical and health-related fields in leadership roles.

Areas of Study

• The Master of Science degree in Food Science and Nutrition with specialization in Nutrition includes work in advanced nutrition science, supporting basic and applied sciences and the communication of nutrition principles in the community. Ultimately this area of specialization focuses on the relationship between nutrition and health. The program provides students with training for doctoral studies in basic and applied sciences, advanced preparation for professional degrees and careers in industry. A minimum of 35 credits is required for the MS degree.

Soil and Crop Sciences can prepare you for a challenging career in many areas including: soil and crop management, plant breeding and genetics, seed science, environmental soil science, soil resources and conservation, and ecosystem management.

Areas of Study

• Crop science
• Plant biotechnology, genetics, and breeding
• Soil science