Online workshop

Machine Learning for Adaptive Temporary Architecture

Machine Learning x Circular Economy (Advanced)

Tutored by Mateusz Zwierzycki (Object)

drivenbyvolumes.io/workshops

CONTEXT

This workshop is part of DRIVEN by Volumes, an incubation program aiming to embed Advanced Computational Design Strategies in Early Stage Entrepreneurship for a Circular Economy.

DRIVEN is operated by VOLUMES Creative and Productive Hub in Paris. Volumes is partner of EU Horizon 2020 Reflow Project, which is focusing on co-creating circular resource flows in cities.

WORKSHOP BRIEF

During this workshop the participants will get a chance to learn about machine learning in the design context, with the applications ranging from clustering of elements to space planning applications for generating interior architecture responsive to user needs.

TOPICS AND CONTENTS

• Supervised learning with neural networks
• Unsupervised learning with k-means clustering
• Data pre- and post-processing
• Data collection
• Real-case applications from incubated projects to explore

DETAILS AND REGISTRATION

Please carefully check drivenbyvolumes.io/workshops before buying your ticket.

No prior knowledge of AI or machine learning is required.

A basic understanding of Grasshopper is required.

OTHER PRACTICAL INFORMATION

• Online live sessions take place every day from Monday Mar. 8th to Friday Mar. 12th from 4pm tp 8pm CET (Central European Time)
• Main Language: English. Tutors and organizers also speak French, Italian and Spanish.
• Hosted on Zoom
• Chat support provided on Slack
• Minimum number of participants: the workshop will be activated with a minimum of 10 participants. Otherwise organizers can make the decision to cancel the event; in this case the tickets will be fully refunded.

JOIN OUR LEARNING COMMUNITY

Registration fees includes :

• Special access to the Driven team to discuss about your idea to incubate
• One year access to the digital platform of Driven, to stay connected with the community
• 30% discount of your incubation membership (valid until August 2021, contact us for more details)

MORE INFO ABOUT DRIVEN

• About this workshop > drivenbyvolumes.io/machine-learning-for-adaptive-temporary-architecture-2nd-edition/
• About the workshop series and other upcoming workshops > drivenbyvolumes.io/workshops
• About the Incubation program > drivenbyvolumes.io/incubation

IMAGES CREDIT :

• Banner (above) : Mateusz Zwierzycki (Object)