Filecoin Orbit Benin City: Workshop Series - Advancing Decentralized AI Part 2
On Day 2 of our Filecoin Workshop Series, we’ll be diving deep into the practical aspects of building decentralized AI applications using Filecoin's decentralized storage network, including hands-on training with Filecoin Virtual Machine (FVM) and IPFS (InterPlanetary File System). Whether you're an AI developer or a storage expert, this session will provide you with the necessary tools to integrate decentralized storage seamlessly into your AI-driven projects.
Through expert-led workshops, interactive exercises, and collaborative projects, you'll learn how to develop decentralized AI solutions that leverage the scalable infrastructure of Filecoin and IPFS. By the end of the day, you'll have a comprehensive understanding of how to deploy AI models, manage large datasets, and integrate decentralized storage for more secure, efficient, and scalable AI solutions.
What You Will Learn:
Hands-On Training: Learn how to create and deploy decentralized AI applications using Filecoin's Virtual Machine and IPFS.
Interactive Workshop: Gain practical experience integrating Filecoin’s ecosystem tools, including FVM and IPFS, into your AI workflows.
Collaborative Project: Work closely with experts and peers to brainstorm, prototype, and develop real-world AI use cases that fully harness decentralized storage solutions.
Don’t miss this opportunity to advance your AI and decentralized storage skills with Filecoin’s cutting-edge technology and start building the next generation of decentralized AI applications!
Agenda (Day 2: Developing Decentralized AI Solutions with Filecoin)
Time: 10:00 AM - 1:00 PM
10:00 AM - 10:15 AM | Welcome & Day 2 Overview
Recap of Day 1 highlights.
Overview of the objectives for Day 2: practical, hands-on work with Filecoin Virtual Machine (FVM) and IPFS.
Participant introductions and expectations setting.
10:15 AM - 10:45 AM | Session 1: Introduction to Filecoin Virtual Machine (FVM) and IPFS for AI
What is Filecoin Virtual Machine (FVM) and how does it enable decentralized AI applications?
Exploring IPFS: How decentralized storage plays a key role in managing AI datasets.
Technical deep dive: Filecoin’s architecture and how it supports AI workloads, data integrity, and performance.
10:45 AM - 11:15 AM | Session 2: Hands-On with Filecoin Virtual Machine (FVM)
Introduction to deploying smart contracts and decentralized applications on FVM.
Step-by-step guide: Deploying an AI model using FVM for smart contract execution.
Integrating FVM with AI model data storage and retrieval on the Filecoin network.
11:15 AM - 11:30 AM | Short Break
Networking, informal discussions, and refreshments.
11:30 AM - 12:15 PM | Session 3: Integrating IPFS for Efficient AI Dataset Management
How to store and manage large-scale AI datasets on IPFS.
Uploading and organizing AI training data in decentralized storage.
Hands-on exercise: Connecting an AI model with an IPFS-backed storage solution.
Key techniques for maintaining data availability and redundancy with IPFS.
12:15 PM - 12:45 PM | Session 4: Collaborative Project – Building a Decentralized AI Application
Participants will break into small teams to collaborate on building a decentralized AI use case.
Choose a real-world AI problem (e.g., image recognition, natural language processing) and implement a solution that integrates Filecoin’s decentralized storage.
Prototyping session: Collaboratively building an AI model and testing its storage, retrieval, and processing capabilities using Filecoin and IPFS.
12:45 PM - 1:00 PM | Closing Remarks & Q&A
Showcase of collaborative projects and participant demos.
Key takeaways and next steps for continuing with Filecoin in AI development.
Open Q&A with facilitators and experts.
Information on additional resources and upcoming events.
We look forward to helping you advance your skills in both AI and decentralized storage technologies. Join us for this exciting, hands-on day that will take your AI applications to the next level with Filecoin!