Basics

Learn foundational AI concepts through interactive tools, notes, and videos. Master the basics to build a strong understanding of AI and Machine Learning.

Data Scaling

Understand how to normalize and standardize data for AI models.

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Linear Regression

Dive into linear regression concepts with interactive visualizations.

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Loss and Metric

Discover how loss functions and metrics are used to evaluate AI models.

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Gradient Descent

Visualize how gradient descent optimizes AI models.

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Stochastic Gradient Descent

Learn how SGD works and why it's important for training neural networks.

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Tensors

Get introduced to tensors, the building blocks of modern AI.

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