Module #1 Introduction to AI in Visual Arts and Design Overview of AI applications in visual arts and design, historical context, and emerging trends.
Module #2 AI Fundamentals for Artists and Designers Basics of machine learning, neural networks, and deep learning; no prior programming knowledge required.
Module #3 The Role of Human Creativity in AI-Generated Art Exploring the intersection of human creativity and AI-generated art, including collaboration and authorship.
Module #4 AI-Generated Images and Videos Introduction to generative models for images and videos, including GANs and VAEs.
Module #5 Neural Style Transfer and Image-to-Image Translation Practical applications of neural style transfer and image-to-image translation in art and design.
Module #6 Artificial Intelligence in Graphic Design Exploring AI-generated typography, logos, and graphics; integrating AI into graphic design workflows.
Module #7 AI-Assisted UI/UX Design Using machine learning to enhance user experience and interfaces, including predictive modeling and personalization.
Module #8 Generative Art and Design with Python Hands-on introduction to Python libraries for generative art, including TensorFlow and PyTorch.
Module #9 AI in Animation and Motion Graphics Applying machine learning to animation and motion graphics, including character animation and physics-based simulations.
Module #10 Virtual and Augmented Reality with AI Integrating AI into VR/AR experiences, including object detection and tracking, and spatial audio.
Module #11 AI-Powered 3D Modeling and Sculpting Using machine learning to generate and manipulate 3D models, including mesh generation and reconstruction.
Module #12 The Ethics of AI-Generated Art and Design Examining the ethical implications of AI-generated art and design, including authorship, ownership, and bias.
Module #13 AI-Assisted Color Theory and Palette Generation Applying machine learning to color theory and palette generation, including color harmony and mood analysis.
Module #14 AI-Driven Typography and Font Design Using machine learning to generate and customize typography, including font synthesis and optimization.
Module #15 Artificial Intelligence in Architecture and Urban Planning Exploring AI applications in architecture and urban planning, including building design and urban simulation.
Module #16 AI-Powered Data Visualization Using machine learning to create interactive and dynamic data visualizations, including clustering and dimensionality reduction.
Module #17 Machine Learning for Music and Sound Design Applying machine learning to music and sound design, including audio generation, classification, and manipulation.
Module #18 AI-Assisted Fashion and Textile Design Exploring AI applications in fashion and textile design, including fabric simulation and garment generation.
Module #19 AI-Powered Product Design and Prototyping Using machine learning to generate and optimize product designs, including 3D modeling and simulation.
Module #20 AI in Film and Video Production Applying machine learning to film and video production, including script analysis, shot detection, and video summarization.
Module #21 The Future of AI in Visual Arts and Design Emerging trends and future directions in AI applications in visual arts and design.
Module #22 Case Studies in AI-Driven Art and Design Real-world examples and case studies of AI-driven art and design projects, including industry applications and artist collaborations.
Module #23 Building an AI-Driven Design Practice Practical guidance on integrating AI into your design workflow, including tools, software, and collaboration strategies.
Module #24 Course Wrap-Up & Conclusion Planning next steps in AI Applications in Visual Arts and Design career
