Global Certificate in AI-Driven 3D Design Techniques
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โข Introduction to AI-Driven 3D Design Techniques: Basics of AI in 3D design, history, and current trends
โข 3D Modeling with Machine Learning: Generative models, deep learning for 3D modeling
โข Neural Networks in 3D Designg: Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and autoencoders
โข Physics-Based Simulation: Rigid body dynamics, fluid and cloth simulation
โข Procedural Generation: Cellular automata, L-systems, and Voronoi diagrams
โข Data-Driven Design: Data acquisition, processing, and optimization
โข Virtual Reality (VR) and Augmented Reality (AR): AI-driven 3D design for immersive experiences
โข Ethics and AI in 3D Design: Responsible AI, biases, and inclusivity
โข AI-Driven 3D Design in Industry: Applications in architecture, film, and gaming
โข Capstone Project: Hands-on experience in AI-driven 3D design
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