Learn from established experts in the innovative disciplines of data science, machine learning and artificial intelligence. The curriculum provides you a comprehensive experience focusing on the three key areas of topological data analysis, machine learning and statistics.
Develop proficiency in the most current data science tools, including general programming skills in Python and R, neural network software such as TensorFlow, and topological data analysis tools such as Ayasdi's Mapper, Eirene and Ripser. As you gain skills and develop specialized interests, you will work with department advisors to create a learning track that is tailored to your personal career goals.
Core Requirement
Topological Data Analysis Courses
Machine Learning Courses
Statistics Courses
Practicum
(Choose one course)
Electives
(Choose two courses)
Capstone Requirement
The practicums require comprehensive analysis of data sets along with oral presentations or poster presentations of the results.
Additional Information
See the Graduate Bulletin for details.
For more information, contact the Data Science Team at [email protected].
Nearly every industry needs insight from data science experts to solve complex business challenges, improve customer experiences, and develop innovative products and services. With an MS in Data Science degree from UAlbany, you will be at the cutting edge of a new era of intelligent data utilization.
Potential job titles for a Data Science master's degree include:
“I went into this semester nervous that I wouldn't know enough about Python to work in Data Science. I'm leaving this semester feeling as though I learned years of information. The professor was extremely helpful outside of class and gave some of the best lectures I've ever attended.”
This degree is designated as a STEM program. International students maintaining F-1 status are allowed to apply for up to 12 months of post-completion Optional Practical Training (OPT) following completion/graduation from their degree program. Currently, this degree program is also designated by the Department of Homeland Security (DHS) as an eligible degree for the F-1 STEM OPT work authorization extension; students who secure qualifying employment may be eligible to apply for the STEM OPT extension for a cumulative total of up to 36 months of F-1 OPT work authorization.
If you’re a current UAlbany undergraduate student with at least a 3.0 GPA, you may be eligible to begin your graduate degree coursework as early as your junior year. Save time and money by applying up to 12 academic credits, billed at the undergraduate rate, towards both degrees. By doing so, you may be able to complete your combined program in only 5 years and spend less than you would if you completed each program separately.
Contact your undergraduate advisor to see if you’re eligible and learn about your combined graduate program options.
There is no departmental assistantship consideration for this program.
Available information for International Applicants.
Learning objectives that UAlbany students are expected to attain through their course of study within their academic program.
Graduate students can typically request a supplemental degree in one or more subordinate degrees without needing to go through the full admissions process again.
Visit the Supplemental Degree Programs page to learn how to apply for these programs.
Supplemental programs available with this degree: