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Artificial Intelligence & Machine Learning

Graduate Certificate

Enhance your knowledge of computing machines and take your artificial intelligence career to the next level.

Develop methods by which computing machines think, enabling them to make automated decisions based on real-time inputs. Learn to develop custom algorithms based on specific needs.

Program type:
Certificate - Graduate
Format:
On Campus or Online
Est. time to complete:
1 year
Credit hours:
9

Why pursue advanced certification in artificial intelligence and machine learning?

Graduate Application Deadlines
Fall:
May 15* | Aug. 1
Spring:
Oct. 15* | Dec. 1
Summer:
March 15* | May 1

*Priority deadline

Artificial Intelligence is the study of computing machines that approximate thinking using complex algorithms. In this area, you will develop methods by which computing machines think, and then train those machines using datasets in a particular application area. Once properly trained, the artificial intelligence algorithm can then make automated decisions based on real-time inputs.

Our graduate certificate in Artificial Intelligence & Machine Learning covers the basics in the field, and utilizes foundational and advanced algorithms. The program is application focused and provides you with a collection of tools that can be taken to the workforce and applied in a variety of application areas.

You will also learn the theoretical aspects of Artificial Intelligence & Machine Learning to enable you to develop custom algorithms for their specific needs.

Artificial Intelligence Graduate Certificate

  • You'll receive theoretical training and basic training of computing machines.

  • Designed for working professionals who are unable to complete a full-time, on-campus program.

  • Available 100% online with "live" web classes held in the evenings (typically one evening per week for three hours). You are not required to come to campus at any time.

  • Provides formal training of applications and techniques for those working in Computer Science, Data Science and Electrical Engineering.

What can you do with artificial intelligence certification?

22%

Expected employment growth from 2020-2030 for computer information and research scientists

U.S. Bureau of Labor Statistics

126K

Median salary for computer and information research scientists

U.S. Bureau of Labor Statistics

 

With an Artificial Intelligence & Machine Learning graduate certificate, you will enhance your knowledge and expertise of computing machines.

If you currently work in the field, the certificate is an ideal way for you to strengthen your skills in the development of custom algorithms and dataset training.

The online or on-campus program will help you achieve careers such as:

  • Data Scientist
  • Automation Specialist
  • Research Scientist
  • Business Intelligence Developer
  • Product Manager

Artificial Intelligence Graduate Certificate Courses

CSCI 543. Machine Learning. 3 Credits.

An introductory course in machine learning for data science. Topics include the learning algorithms of a Bayesian network, neural network, parametric/non-parametric methods, kernel machine, support-vector machine, etc. for regression, classification, clustering, dimensionality reduction, etc. Prerequisite: CSCI 365 or CSCI 384. F, odd years.

CSCI 544. Soft Computing: Computational Intelligence I. 3 Credits.

A study of the computational intelligence with the Soft Computing paradigm. The topics include the theory and computational methods of Fuzzy Logic and system, Neural Network, Evolutionary Algorithm and other topics, whose paradigms and hybrid techniques are widely applied to data science and mining, pattern classification and clustering, information retrieval, control engineering, decision making, and optimization problem, etc. S, even years.

CSCI 554. Applications in AI/Computational Intelligence. 3 Credits.

A continuous study of the computational paradigms of Soft Computing in the field of Computational Intelligence. The topics include the applications of the various soft computing techniques in Computational Intelligence as well as more evolutionary algorithms in Swarm Intelligence. Prerequisite: CSCI 544. F, even years.

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