𝗧𝗵𝗲 𝗦𝗵𝗮𝗽𝗲 𝗼𝗳 𝗮 𝗡𝗲𝘂𝗿𝗼𝗻

𝗧𝗵𝗲 𝗦𝗵𝗮𝗽𝗲 𝗼𝗳 𝗮 𝗡𝗲𝘂𝗿𝗼𝗻

Neural networks sound complex. They are geometric.

You do not need to memorize formulas. You need to see the shapes.

This video explains a neuron using geometry:

• Weights
• Bias
• Decision boundaries
• Activation functions

You see surfaces move through input space. You learn why sigmoid creates probabilities. You see how ReLU works.

Intuition comes before terms. Geometry makes equations simple.

Source: https://dev.to/0byte/the-shape-of-a-neuron-weights-bias-and-activation-functions-explained-visually-3ioe Optional learning community: https://t.me/GyaanSetuAi