Graduate Certificate in AI for Signage Design
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โข Introduction to AI & Machine Learning: Fundamentals of AI and machine learning, including supervised and unsupervised learning, neural networks, and deep learning.
โข AI for Computer Vision: Application of AI in computer vision, including image recognition, object detection, and image analysis.
โข Natural Language Processing (NLP): Understanding of NLP techniques, including text analysis, sentiment analysis, and language translation.
โข Data Analysis for AI: Techniques for data analysis and preparation for AI applications, including data cleaning, data preprocessing, and feature engineering.
โข AI Ethics and Regulations: Ethical considerations and regulations surrounding AI, including privacy, security, and bias.
โข AI for Signage Design: Application of AI in signage design, including automated signage generation, signage personalization, and signage optimization.
โข AI Implementation and Deployment: Best practices for implementing and deploying AI solutions, including model training, model evaluation, and model deployment.
โข AI for User Experience (UX) Design: Application of AI in UX design, including personalized user experiences, user behavior prediction, and user feedback analysis.
Note: The above list of units is not exhaustive and can vary based on the specific program and institution.
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