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Stochastic Gradient Descent (SGD) is a fundamental optimization algorithm used to train machine learning and deep learning ...

Deep Learning Foundations Playlist (start here): https://youtu.be/YQj9fgqkSTA?si=odzNpNUAy7Gs1Pj9 In this video, I break down ...

Gradient descent as a powerful optimization algorithm used to improve the accuracy of machine learning models, such as ...

How do language AI models actually learn what language means? Pre-training has revolutionized natural language processing ...

Training deep neural networks is one of the most challenging problems in modern artificial intelligence. In this video, we explain ...

In this Uplatz Explainer, we explore the evolution and implementation of modern gradient descent optimizers, explaining how ...

This video will help you master ML in a few(4) weeks.

Learn about gradient descent, stochastic gradient descent, momentum, and adaptive learning rates, along with practical ...

In this video, we dive deep into the essential aspects of evaluating neural network performance. Learn the intricacies of ...

... you master Linear Regression, learning Gradient Descent, Polynomial Regression, and Regularization becomes much easier.

Learning rate, demystified: see too-small, optimal convergence, and divergence in a tiny Python gradient descent demo.

How do neural networks actually learn? Backpropagation is the core algorithm that allows AI to adjust its weights and improve ...

Neural networks aren't elegant math machines- they're more like controlled chaos. This video breaks down why modern AI isn't ...

We cover simple and multiple linear regression, hypothesis functions, cost functions, gradient descent, assumptions, and ...

Journey into deep learning fundamentals: Exploring how neural networks learn through their Jacobian matrices, and what this ...

An exploration of the main families of optimizers, from classic gradient descent to adaptive methods. ▻ Insights into how different ...

In this video, we explore the fundamental mechanisms that allow neural networks to learn from data. We break down the ...

Ever wondered how the algorithms that power neural networks adapt and improve over time? This video delves into the ...

... https://youtu.be/8zZRGFAqCm8 ▶️ Ep 02: Gradient Descent Explained https://youtu.be/aRry9XxrN1E ▶️ Ep 03: Supervised ...