Gradient Descent in 12 Minutes

preview_player
Показать описание
Introduction to Gradient Descent

Useful links:

Contact details:

Gradient Descent, Step-by-Step- A fun little video by StatQuest

An overview of gradient descent optimization algorithms- by Sebastian Ruder

Gradient Descent For Machine Learning - by Jason Brownlee

Stochastic Gradient Descent Algorithm With Python and NumPy- by Mirko Stojiljković

Machine Learning 101: An Intuitive Introduction to Gradient Descent- by Thalles silva

Seminar schedule:

This seminar is given by Idil Ismail, a 3rd year PhD student in the Department of Chemistry at the University of Warwick.

Idil's webpage:
  1. The Computational Toolkit
Рекомендации по теме
Gradient Descent in 0:12:39

Gradient Descent in 12 Minutes

Gradient Descent in 0:03:06

Gradient Descent in 3 minutes

Gradient descent simple 0:15:39

Gradient descent simple explanation|gradient descent machine learning|gradient descent algorithm

The Unreasonable Effectiveness 0:03:34

The Unreasonable Effectiveness of Stochastic Gradient Descent (in 3 minutes)

Building the Gradient 0:22:29

Building the Gradient Descent Algorithm in 15 Minutes | Coding Challenge

What is Gradient 0:00:53

What is Gradient Descent in Machine Learning?

Intro to Gradient 0:11:04

Intro to Gradient Descent || Optimizing High-Dimensional Equations

GRADIENT DESCENT ALGORITHM 0:00:16

GRADIENT DESCENT ALGORITHM IN 15s

Have you been 2:04:49

Have you been flying the CRJ wrong? Ultimate CRJ Tutorial #aviation aviation #msfs2020

Gradient Descent explained 0:05:10

Gradient Descent explained in 5 minutes.

Accelerate Gradient Descent 0:03:18

Accelerate Gradient Descent with Momentum (in 3 minutes)

Gradient Descent, Machine 0:15:58

Gradient Descent, Machine Learning Tutorial #7

Gradient descent, how 0:20:33

Gradient descent, how neural networks learn | DL2

Gradient Descent Machine 0:00:52

Gradient Descent Machine Learning

Gradient Descent - 0:12:35

Gradient Descent - Simply Explained! ML for beginners with Code Example!

Stochastic Gradient Descent, 0:10:53

Stochastic Gradient Descent, Clearly Explained!!!

Visualization of Gradient 0:00:11

Visualization of Gradient Descent

Gradient descent - 0:18:16

Gradient descent - with a simple example

Tutorial 12- Stochastic 0:12:17

Tutorial 12- Stochastic Gradient Descent vs Gradient Descent

Optimization for Deep 0:15:52

Optimization for Deep Learning (Momentum, RMSprop, AdaGrad, Adam)

Machine Learning Crash 0:02:12

Machine Learning Crash Course: Gradient Descent

Gradient Descent algorithm 0:00:09

Gradient Descent algorithm

What is GRADIENT 0:00:14

What is GRADIENT DESCENT?

Gradient descent with 0:00:56

Gradient descent with momentum