Interactive Presentations

Learn visually with our interactive presentations

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Gradient Descent for Linear Regression: The Iterative Solution

Discover how gradient descent solves linear regression efficiently through iteration, understanding gradients, partial derivatives, and learning rates to optimize machine learning models.

machine-learning gradient-descent optimization
70 min 21 slides
intermediate
Blog post available
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Understanding Linear Regression: From Marketing to Mathematics

Learn how linear regression helps predict outcomes by finding the best-fitting line through your data, from simple examples to advanced matrix formulations.

machine-learning regression statistics
60 min 22 slides
intermediate
Blog post available
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How Computers Represent Information

An interactive narrative presentation exploring how computers transform everything—emojis, images, music, and videos—into zeros and ones using binary representation.

computer-science binary encoding
45 min 11 slides
beginner
Blog post available
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The Fundamental Theorem of Calculus

An interactive narrative presentation exploring the Fundamental Theorem of Calculus, the bridge between differentiation and integration.

calculus mathematics integration
45 min 11 slides
intermediate
Blog post available