ViewTube

In this video, I explain gradient descent from the ground up and show how it's used to optimize a simple regression model.

Make a loss go down with gradient descent: run a single step, verify gradients numerically, and see how learning rate choices ...

In this video, you'll learn how Momentum makes gradient descent faster and more stable by smoothing out the updates instead of ...

Learn how Gradient Descent works and how to implement it in Python from scratch! In this tutorial, I explain the core idea behind ...

In this video, we will learn the basics of the Gradient Descent algorithm, explained simply and intuitively. We'll discuss: What is a ...

Newton's Method for Optimization - Complete Visual Guide Ever wondered why gradient descent takes SO many steps to ...

We used a random shuffle method, kind of like stochastic gradient descent, to help the model improve its weights and biases ...

In this video, we explore how to implement gradient descent for multiple linear regression using Python. Gradient descent is a key ...

Unlock the intuition behind Gradient Descent — the core optimization algorithm used in machine learning and deep learning.

In this video, we walk you through the implementation of gradient descent for simple linear regression using Python. Simple linear ...

Le Centroïde Flottant basé sur le Gradient révolutionne l'optimisation des algorithmes de clustering en combinant adaptation ...

In this video, we will learn Loss Functions, Gradient Descent, and Optimizers — the core concepts that make neural networks ...

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

... for Important videos ✓ :- Neural Networks:- https://youtu.be/sE6OaMndGZg Gradient descent :- https://youtu.be/jL2G8DG-qmI ...

We gave our model too much power, and it created a monster. In the last video, we saw how high-degree polynomials can lead to ...

In this video, you'll learn how RMSProp makes gradient descent faster and more stable by adjusting the step size for every ...

Mini-batch vs full-batch training: speed vs stability in Python. Build a tiny linear regression trainer, measure mean squared error ...

The Multi-Layer Perceptron (MLP) is the foundation of modern Deep Learning. In this video, we visualize exactly how layers of ...

Dans cette vidéo : ✓ Comprendre les équations différentielles pour l'IA ✓ Maîtriser l'optimisation gradient descent ✓ Découvrir ...