Visual learning lab

Make every concept tangible

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Guided progression

A learning path with a reason for every step.

Move from essential intuitions to the components behind modern generative AI. Revisit any lab whenever you want.

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0 of 10 core concepts completed

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  1. 1

    Recommended next

    AI Fundamentals

    Build intuition for signals, weights, and learning.

    0/2 complete
    PerceptronGradient Descent
  2. 2

    Upcoming stage

    Machine Learning Basics

    Learn classic patterns for prediction and discovery.

    0/4 complete
    Linear RegressionDecision TreeK-Means ClusteringK-Nearest Neighbors
  3. 3

    Upcoming stage

    Neural Networks

    See how layers make nonlinear decisions.

    0/1 complete
    Neural Network
  4. 4

    Upcoming stage

    Deep Learning

    Represent meaning and focus on useful context.

    0/2 complete
    EmbeddingsAttention Mechanism
  5. 5

    Upcoming stage

    Transformers

    Combine attention into a modern language-model architecture.

    0/1 complete
    Transformer
  6. 6

    Upcoming stage

    Generative AI

    Connect the building blocks behind generative systems.

    0/3 complete
    TransformerAttention MechanismEmbeddings
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⚡Built with GenMB