Data Analysis with Artificial Intelligence
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Through a partnership with the Dendritic: A Human-Centered AI and Data Science Institute, Florida Gulf Coast University offers the Applied Neural Networks: Theory, Training, & Hands-On Applications micro-credential to individuals who participated in the academy program, completing the 8-10 hour training and displaying proficient skills in using AI-powered tools to perform data analysis tasks, including data preparation, visualization, interpretation, and insight generation across real-world datasets.
Data Preprocessing is the preparation of raw data for use in analysis, machine learning, or other computational tasks by cleaning, transforming, and organizing it.
**Learning Objectives:** • Understand the foundations of data analysis and its integration with AI • Evaluate and visualize data insights using AI-assisted tools • Use data to inform decisions across various professional settings • Apply AI tools to analyze and interpret structured datasets • Practice responsible and ethical use of AI in data-driven workflows **Earning Requirements** Participants will master these skills by the successful completion of the course, including the review of all module learning materials and completing the final capstone project. The capstone project requires participants to perform an end-to-end data analysis on a real-world dataset using AI tools, with a written report of findings and methodology.