CS 6359R - Artificial Intelligence and Machine Learning Independent Project

Institution:

Utah Tech University

Subject:

Computer Science

Description:

In this course students will design and complete a project using AI and ML techniques. The project will address a real-world problem. Students will improve their skills in problem formulation, data analysis, presentation of results, and model deployment. **COURSE LEARNING OUTCOMES (CLOs)** At the successful conclusion of this course students will: 1. Formulate a clear and actionable research question that can be addressed using machine learning or artificial intelligence techniques. 2. Collect relevant datasets and perform necessary preprocessing and feature engineering to prepare data for analysis. 3. Conduct exploratory data analysis and utilize data visualization to inform model selection and development. 4. Validate and fine-tune learning models using tools such as hyperparameter tuning and architecture search, and standard tools for performance evaluation. 5. Communicate findings effectively through reports and presentations and understand model deployment in real-world applications. Prerequisites: CS 6350(B- or higher).

Credits:

1.00 - 3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.utahtech.edu/

Phone Number:

(435) 652-7500

Regional Accreditation:

Northwest Commission on Colleges and Universities

Calendar System:

Semester

General Education

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