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