Skip to main content
menumenu
University of New Orleans Logo University of New Orleans Logo

Hamburger Aux Menu

  • Maps & Directions
  • For Current Students
  • For Faculty & Staff
  • For Alumni
  • For Parents
  • Employment Opportunities
  • Give Now
  • Privateer Sports

Hamburger Menu

  • University of New Orleans Logo
  • Summer Session
  • Accepted Students
  • Admissions
    • Visit Campus
    • Undergraduate Admissions
    • Graduate Admissions
    • Financial Aid
    • Tuition and Fees
    • Scholarships and Awards
  • Academics
    • Academics Home
    • Undergraduate Programs
    • Graduate Programs
    • General Education
    • Professional and Continuing Education (PaCE)
    • Online Degree Programs
    • Service Learning
    • Study Abroad
  • Colleges
    • Business Administration
    • Engineering
    • Liberal Arts, Education and Human Development
    • College of Sciences
    • School of the Arts
    • School of Education
    • School of Naval Architecture
    • Hotel, Restaurant & Tourism
    • School of Interdisciplinary Studies
    • The Graduate School
  • About UNO
    • About UNO
    • At A Glance
    • Office of the President
    • Administrative Offices
    • Mission & Vision
    • History
    • University Advancement
    • Alumni
  • Research
    • Research Home
    • Faculty & Staff Research
    • Student Research
    • Collaborate with UNO
    • Office of Research
  • Student Life
    • Student Life Home
    • Campus Safety
    • On Campus Housing
    • Campus Dining
    • Recreation & Fitness
    • Student Health
    • Campus Hangouts
    • Get Involved
UNO Logo
  • university of new orleans
  • academics
  • college of sciences
  • computer science
  • csci certificates
  • machine learning & ai certificate
IN THIS SECTION
  • Certificate Programs
    • Machine Learning & AI Certificate
    • Software Engineering Certificate
    • Visit Us
    • Apply to UNO

Machine Learning & AI

Graduate Certificate

To obtain this certificate, a student must meet all prerequisites, and complete four total courses, two required courses and two elective courses.


Prerequisites:

  • Enrolled as a UNO graduate student

Required courses:

Students must complete a sequence of two courses:

Required Credits
CSCI 6521: Advanced Machine Learning I  3
CSCI 6522: Advanced Machine Learning II 3

 

Professional Skills Attained:

  • CSCI 6521 Learn theory & applications for statistical models: Regression, Probability, Bayesian, Kernels.
  • CSCI 6522  Learn to code machine learning models: Neural Networks and Applications

Electives: Choose Two

Students choose two courses from the list of seven options: 

Electives (Choose Two) Credits
CSCI 6250: Big Data Analytics & Systems 3
CSCI 6454: Parallel & Scientific Computing 3
CSCI 6633: Computer Vision 3
CSCI 6634: Data Visualization 3
CSCI 6645: Planning Algorithms in Artificial Intelligence 3
CSCI 6650: Intelligent Agents and Multi-Agent Systems 3
CSCI 6990: Topics in Advanced Computer Science 3

 

Professional Skills Attained:

  • CSCI 6250  Learn techniques in Data Mining, Database Warehousing such as HADOOP, Map Reduce, HBase
  • CSCI 6454  Learn techniques in processing large volumes of data in parallel
  • CSCI 6633  Learn approaches to evaluate and analyze visual data for information
  • CSCI 6634  Learn techniques & tools for graphically modeling visuals for complex datasets .
  • CSCI 6645  Learn techniques for planning algorithms.
  • CSCI 6650  Learn techniques for multiagent system, human to computer systems, computer to computer
  • CSCI 6990  Learn recent advancements and new trends in the field. Note: Special topic must relate to ML/AI to receive credit towards certificate
More Info
  • Apply
  • Printable Flyer
  • Course Descriptions
  • Certificate Coordinator:
    Dr. Tamjidul Hoque
Student Learning Outcomes

Student Learning Outcomes specify what students will know, be able to do, or be able to demonstrate when they have completed a program of study.

View Outcomes

  • University of New Orleans Logo
  • 2000 Lakeshore Drive New Orleans, LA 70148
  • 888-514-4275
  • Additional Contacts

Learn

  • Admission Information
  • Programs of Study
  • Scholarships and Awards
  • Tuition and Fees

Experience

  • International Center
  • Our Campus
  • Student Life
  • Accessibility

Connect

  • All Social
  • University Calendar
  • Español - Tiếng Việt
Request Info
Apply
Visit
Give
© 2024 University of New Orleans Emergency Preparedness UL System Non-Discrimination Campus Crime Stats Title IX & Power Based Violence