AI and GPT Bootcamp

Delve into the essentials of AI and GPT technologies, learning how to develop and apply cutting-edge AI models in real-world scenarios

This bootcamp has ended, check out Current Programmes for more!

About the AI and GPT Bootcamp

  • The Q4 cohort of the AI and GPT Bootcamp, starting on 21st October, will take place Monday-Thursday from 17:00 to 18:30 BST (UK time).

  • 50-100 selected individuals for each cohort. Be sure to stand out!

  • Participants are selected based on their applications. Make sure your GitHub and LinkedIn look good!

  • Solid Programming Foundation: Proficiency in at least one programming language. Familiarity with databases and handling large datasets is especially helpful, considering its relevance for AI and ML.

    Familiarity with AI: Expertise in machine learning and AI technology of course isn’t required, but having a basic grasp of the concepts involved will be highly beneficial, mostly because the bootcamp
    will dive straight into technical problems at hand.

    Enthusiasm: A strong interest in AI technologies and a desire to pursue a career in this field post-bootcamp. This includes a willingness to learn about ML, different models, transformers, etc.

    Problem-Solving Skills: Good analytical and problem-solving abilities, as the bootcamp will involve tackling complex concepts and practical challenges.

    Basic Mathematics Acumen: Comfort with basic mathematical concepts, particularly those relevant to data science and machine learning.

    Willingness to Learn: Openness to learning and working with new technologies and concepts. AI is a fast-growing field right now and the ability to keep up is of the utmost importance.

    Collaborative Mindset: Ability to work collaboratively in a team, as many blockchain projects require coordinated efforts among multiple developers.

    Self-Motivated Learner: Given the rapidly evolving nature of AI tech, being a self-starter who is eager to keep up with the latest developments in the field is crucial.

  • 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.

  • The bootcamp is completely free!

  • 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.

Our Teacher

Matheus Pagani

A former Encode hackathon participant, Matheus leads Venture Miner, an early stage venture studio for blockchain and AI solutions.

Topics Covered

Machine Learning intro, Intro to transformers, Intro to GPTs,
Using OpenAI APIs, Model configurations,
Introduction to prompt engineering

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Building a simple chat app with React and Vercel, Generating
frontend with AI, Running LLMs in your own hardware, Tweaking
configs for your hardware, Text generation WebUI,
Prompt techniques, Building and AI joke generator

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Deep dive on GPTs, Using Assistants, Model training, Fine-tuning,
RAG, Exploring other models, Generating images with AI,
Intro to stable diffusion, Using APIs for image generation

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Running diffusion models in your own hardware, Tweaking
configs for your hardware, Image generation WebUI, Prompt
techniques, Control meshes, Fine-tuning, Image processing,
Intro to computer vision, Using computer vision models

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