AIMath
Derivatives Explained: The Language of Change
What is a derivative? Drag the point and watch the tangent line update in real-time. See how derivatives measure instantaneous rate of change and power gradient descent.
8 min read
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Category
Math
The math that makes the magic happen
11 posts
AIMath
Partial Derivatives Explained: Navigating Multidimensional Landscapes
What is a partial derivative? Explore 3D surfaces and see how slopes change in different directions. Understand gradients and why they point toward steepest ascent.
9 min read
AIMath
Dot Product Explained: The Foundation of Neural Networks
What is a dot product? Drag vectors and see similarity change in real-time. Learn why this simple operation powers attention, embeddings, and every neural network.
8 min read
AIMath
Gaussian Distribution: Visual Guide & Interactive Calculator
Master the Gaussian distribution with our interactive calculator. Learn the formula, understand the bell curve, and calculate probabilities step by step.
9 min read
AIMath
Binomial Distribution: Visual Guide & Interactive Calculator
Master the binomial distribution with our interactive calculator. Learn the formula, explore probability tables, and calculate variance step by step.
9 min read
AIMath
Poisson Distribution: Visual Guide & Interactive Calculator
Learn the Poisson distribution with our interactive calculator. Understand the formula, explore real examples, and master probability calculations step by step.
9 min read
AIMath
How to Calculate Probability: Visual Guide & Interactive Calculator
Learn how to calculate probability with our interactive calculator. Master the conditional probability formula and law of total probability step by step.
12 min read
AIMath
Matrix Determinant: It's Just the Area of a Parallelogram
The determinant is just the area of the parallelogram formed by the column vectors. Interactive calculator shows how columns create parallelograms.
10 min read
AIMath
Eigenvectors Explained: The Axis That Doesn't Move
Understand eigenvectors through the spinning globe analogy. Interactive calculator to find eigenvectors and eigenvalues of any 2x2 or 3x3 matrix.
12 min read
AIMath
The $50 Billion Operation: Matrix Multiplication Visualized
Interactive matrix multiplication calculator. Change dimensions, enter values, see step-by-step how each result is computed.
5 min read
AIMath
Tensors Explained: From Scalars to High-Dimensional Data
Understand tensors visually: scalar vs vector vs matrix vs tensor. Learn NumPy shape intuition with interactive examples and visualizations.
7 min read