zkML Bootcamp
Master zero-knowledge machine learning and explore the intersection of AI and cryptography!
Join us for a course on ZKP technology, homomorphic encryption, ML tools, advanced zkML use cases, and more!
New cohort starting 10th February 2025, and taking place Monday - Thursday at 17:00 - 18:30 GMT.
Learn from Industry Experts
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Build a Project
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Build a Portfolio
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Get a Certificate
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Hands-on Homeworks
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Online Classes
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Support via Discord
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Learn from Industry Experts • Build a Project • Build a Portfolio • Get a Certificate • Hands-on Homeworks • Online Classes • Support via Discord •
Curriculum
Week 1: zkML Foundations
• Intro to ZKP & ML Basics •
• Maths & Cryptography Essentials •
• Neural Network Components •
• zkML Overview & Use Cases •
Week 2: zkML Insights
• zkML Timeline & Review •
• zkSNARK & Polynomial Commitments •
• Fiat Shamir Heuristic •
• Challenges in zkML •
Week 3: zkML Tools & Protocols
• zkML Hardware & Frameworks •
• Tensor Plonk & Zero Gravity •
• Federated Learning & zk Modularity •
• Research & Next Steps •
Weeks 4 and 5: Sponsor Workshops
• Completely dedicates to guest lectures from our bootcamp partners and sponsors •
Weeks 6 and 7: Project Weeks
• Completely dedicated to building a final group project with the knowledge gathered during the course •
Eligibility and Selection Process
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The Q1 2025 cohort of the zkML Bootcamp, starting on 10th February, will take place weekly, Monday-Thursday from 17:00 GMT to 18:30 (UK time).
The bootcamp will last until 3rd April.
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Only 50 selected individuals for each cohort. Be sure to stand out!
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Participants are selected based on their applications. Make sure your GitHub and LinkedIn look good!
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Participants are selected based on their applications. Make sure your GitHub and LinkedIn look good!
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Basic Knowledge of Programming: Applicants should have a foundational understanding of programming principles. Mathematical knowledge is not a requirement, but will definitely make things easier for you.
Interest in Blockchain Technology: Candidates should demonstrate a genuine interest in blockchain technology and decentralised applications, as the bootcamp focuses on these areas.
Commitment to Complete the Programme: The seven-week course is intensive, covering various complex topics. Participants must be committed to completing the entire curriculum, including weekly homework, workshops, and a final project.
Ability to Engage in Hands-on Learning: The program involves practical, hands-on learning experiences. Candidates should be prepared and capable of engaging actively in these activities.
Willingness to Collaborate and Learn in a Group Setting: Since the program includes sponsor-led workshops and possibly group activities, applicants should be open to collaborative learning environments.
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No point in dry lecturing without any practical work in a bootcamp! All the participants will work on weekly homeworks with their teams, as well as on the final project during the final week of the bootcamp.
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The bootcamp is completely free!
You are required to stake a 250 USDC deposit if accepted—the full deposit will be returned after successful graduation!
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The Bootcamp is designed to be a part-time commitment. Other than 90-minute daily sessions, you’re required to check Discord for any updates and group tasks.
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All successful bootcamp graduates receive a certificate, either as a PDF or as an NFT. It serves as an official graduation certificate, which means you can feature it on your CV and LinkedIn profile.
Teacher
Laurence Kirk
A long time Encode community member, Laurence is well known in the UK scene as one of the leading educators on blockchain. He leads Extropy.io, a blockchain consultancy based in Oxford, specialising in developing blockchain solutions, security auditing, training & more.
