Computational Design Courses and Certifications

When Design Equals Planning - Computational Approaches to Robot Design

Exploring the intersection of robot design and planning, this seminar discusses computational approaches to simplify design processes and make formal statements about design feasibility across various robotic systems.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Design Computation Human

Data Disruption in Design - Strategies in Computational Design

Explore 7 strategies for leveraging data disruption in design, covering AI's impact, computational design, and the future of creative practices. Gain insights on adapting to technological changes in the design field.

• YouTube
• 24 minutes
• On-Demand
• Free Video

MICDE University of Michigan

Computational Inverse Design of Deployable Structures

Explore computational design methodologies for deployable structures, combining geometry, simulation, and optimization to create innovative material systems with multiple geometric states.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Design Computation Human

Revolutionizing Computational Design - From MIT Research to AI-Driven Innovation

Explore a two-decade journey through computational design, from MIT foundations to AI applications, examining how technology transforms creative processes in architecture, fashion, and manufacturing.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Python Fundamentals for Designers

Learn Python programming through visual applications, creating dynamic designs and organic effects using Processing. Covers syntax, data types, control structures, and advanced concepts for computational design.

• Coursera
• 1 day 2 hours 6 minutes
• On-Demand
• Paid Course

Stanford Seminar - Computer-Designed Organisms - Josh Bongard

Explore the cutting-edge field of computer-designed organisms with Josh Bongard, delving into the intersection of biology, robotics, and artificial intelligence.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

GERAD Research Center

Data-Driven Computational Design of Engineered Material Systems

Explore data-driven methods for designing advanced material systems, integrating machine learning, optimization, and digital twins to accelerate innovation in heterogeneous nano- and microstructural materials.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Design Computation Human

A Critical Investigation of Digital Computing for Design - Onur Yuce Gun

Explore computational design's impact on creativity, aesthetics, and problem-solving in this critical investigation of digital tools for designers and architects.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Computational Design of Compliant, Dynamical Robots - Cynthia Sung

Explore computational design for compliant robots, covering topology optimization, hybrid aerial vehicles, soft arm optimization, and origami-inspired fabrication techniques for dynamic and adaptable robotic systems.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

Hackaday

Introduction to 3D Using Rhino - Class 4

Explore computational design and Grasshopper in Rhino, covering attractor points and tower paneling techniques for advanced 3D modeling and parametric design.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

StructCurves - Interlocking Block-Based Line Structures

Discover innovative techniques for creating interlocking block structures through line-based design methods and computational approaches for stable construction assemblies.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Topos Institute

Category Theory and Engineering Design - A Computational Support Challenge

Explore how category theory principles can enhance engineering design processes and computational support systems through advanced mathematical frameworks and practical applications.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Introduction to Computational Materials Design

1 review

Explore computational materials design through quantum simulations, covering chemical reactions, spintronics, nanomaterials, and more. Learn cutting-edge methods for theoretical design and optimization of materials.

• edX
• 8 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Algorithm Design: Mastering Computational Problem Solving

Master algorithmic design paradigms including divide-and-conquer, dynamic programming, graph algorithms, and complexity theory to solve computational challenges efficiently.

• Coursera
• 1 day 8 hours 54 minutes
• On-Demand
• Paid Course

AI for Design and Optimization

71 ratings at Coursera

Master AI-driven design techniques and optimization algorithms to revolutionize creative problem-solving, from generative design principles to advanced computational methods for enhanced efficiency and innovation.

• Coursera
• 10 hours 13 minutes
• On-Demand
• Paid Course