Introduction to Advanced Computational Design
( 30 Modules )

Module #1
Introduction to Computational Design
Overview of the field of computational design, its history, and its applications.

Module #2
Fundamentals of Programming for Design
Introduction to programming languages, data types, and control structures.

Module #3
Computational Thinking for Designers
Development of computational thinking skills, including problem-solving and logic.

Module #4
Introduction to Algorithms for Design
Basic algorithms for design, including sorting, searching, and graph traversal.

Module #5
Designing with Data Structures
Introduction to data structures, including arrays, lists, and trees, and their applications in design.

Module #6
Computational Geometry and Spatial Analysis
Introduction to computational geometry, spatial analysis, and their applications in design.

Module #7
Generative Design with Algorithms
Introduction to generative design using algorithms, including shape grammar and cellular automata.

Module #8
Machine Learning for Design
Introduction to machine learning, including supervised and unsupervised learning, and their applications in design.

Module #9
Neural Networks for Design
Introduction to neural networks, including deep learning and convolutional neural networks, and their applications in design.

Module #10
Computational Fabrication and Additive Manufacturing
Introduction to computational fabrication and additive manufacturing, including 3D printing and laser cutting.

Module #11
Computer-Aided Design (CAD) for Computational Design
Introduction to CAD systems, including parametric and scripting-based design.

Module #12
Grasshopper and Rhinoceros for Computational Design
Introduction to Grasshopper and Rhinoceros, including visual programming and parametric design.

Module #13
Python for Computational Design
Introduction to Python programming language, including basics, data structures, and libraries for design.

Module #14
Case Studies in Computational Design
Real-world examples and case studies of computational design in architecture, product design, and engineering.

Module #15
Collaborative Computational Design
Introduction to collaborative design workflows, including version control and design repositories.

Module #16
Computational Design for Sustainability
Introduction to sustainable design principles and their applications in computational design.

Module #17
Design Optimization and Performance Analysis
Introduction to design optimization and performance analysis, including genetic algorithms and multi-objective optimization.

Module #18
Computational Design for Accessibility
Introduction to accessible design principles and their applications in computational design.

Module #19
Advanced Topics in Computational Design
Exploration of advanced topics, including evolutionary algorithms, swarm intelligence, and fractal geometry.

Module #20
Capstone Project:Computational Design Applications
Development of a capstone project, applying computational design principles to a real-world problem.

Module #21
Computational Design in Practice
Guest lectures and case studies from industry professionals, highlighting applications of computational design in practice.

Module #22
Computational Design for Architecture
Applications of computational design in architecture, including building information modeling and façade design.

Module #23
Computational Design for Product Design
Applications of computational design in product design, including generative design and 3D printing.

Module #24
Computational Design for Engineering
Applications of computational design in engineering, including structural analysis and optimization.

Module #25
Computational Design in Urban Planning
Applications of computational design in urban planning, including simulation and optimization of urban systems.

Module #26
Computational Design in Landscape Architecture
Applications of computational design in landscape architecture, including terrain analysis and simulation.

Module #27
Computational Design in Interior Design
Applications of computational design in interior design, including space planning and furniture design.

Module #28
Computational Design in Fashion
Applications of computational design in fashion, including generative design and pattern making.

Module #29
Computational Design in Graphic Design
Applications of computational design in graphic design, including typography and layout optimization.

Module #30
Course Wrap-Up & Conclusion
Planning next steps in Introduction to Advanced Computational Design career

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Introduction to Advanced Computational Design ( 30 Modules )

Introduction to Advanced Computational Design
( 30 Modules )