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231,844 results

Visually Explained
Gradient Descent in 3 minutes

Visual and intuitive overview of the Gradient Descent algorithm. This simple algorithm is the backbone of most machine learning ...

3:07
Gradient Descent in 3 minutes

377,876 views

4 years ago

StatQuest with Josh Starmer
Gradient Descent, Step-by-Step

Gradient Descent is the workhorse behind most of Machine Learning. When you fit a machine learning method to a training ...

23:54
Gradient Descent, Step-by-Step

1,729,109 views

6 years ago

3Blue1Brown
Gradient descent, how neural networks learn | Deep Learning Chapter 2

Cost functions and training for neural networks. Help fund future projects: https://www.patreon.com/3blue1brown Special thanks to ...

20:33
Gradient descent, how neural networks learn | Deep Learning Chapter 2

8,635,627 views

8 years ago

IBM Technology
Gradient Descent Explained

Learn more about WatsonX → https://ibm.biz/BdPu9e What is Gradient Descent? → https://ibm.biz/Gradient_Descent Create Data ...

7:05
Gradient Descent Explained

143,646 views

3 years ago

Google for Developers
Machine Learning Crash Course: Gradient Descent

Gradient descent is an algorithm used to train machine learning models by iteratively optimizing their parameter values. In this ...

2:12
Machine Learning Crash Course: Gradient Descent

138,890 views

1 year ago

Dr. Trefor Bazett
Intro to Gradient Descent || Optimizing High-Dimensional Equations

Keep exploring at ▻ https://brilliant.org/TreforBazett. Get started for free for 30 days — and the first 200 people get 20% off an ...

11:04
Intro to Gradient Descent || Optimizing High-Dimensional Equations

101,978 views

2 years ago

MIT OpenCourseWare
22. Gradient Descent: Downhill to a Minimum

MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018 Instructor: Gilbert Strang ...

52:44
22. Gradient Descent: Downhill to a Minimum

96,797 views

6 years ago

Emergent Garden
Gradient Descent vs Evolution | How Neural Networks Learn

Explore two learning algorithms for neural networks: stochastic gradient descent and an evolutionary algorithm known as a local ...

23:46
Gradient Descent vs Evolution | How Neural Networks Learn

173,968 views

10 months ago

Stanford Online
Stanford CS229: Machine Learning - Linear Regression and Gradient Descent |  Lecture 2 (Autumn 2018)

For more information about Stanford's Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai This ...

1:18:17
Stanford CS229: Machine Learning - Linear Regression and Gradient Descent | Lecture 2 (Autumn 2018)

1,834,324 views

5 years ago

People also watched

MIT OpenCourseWare
25. Stochastic Gradient Descent

MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018 Instructor: Suvrit Sra View ...

53:03
25. Stochastic Gradient Descent

96,857 views

6 years ago

Visually Explained
What Is Mathematical Optimization?

A gentle and visual introduction to the topic of Convex Optimization. (1/3) This video is the first of a series of three. The plan is as ...

11:35
What Is Mathematical Optimization?

198,019 views

4 years ago

Physics Videos by Eugene Khutoryansky
Gradients and Partial Derivatives

3D visualization of partial derivatives and gradient vectors. My Patreon account is at https://www.patreon.com/EugeneK.

5:24
Gradients and Partial Derivatives

676,618 views

10 years ago

RANJI RAJ
Machine Learning | Gradient Descent (with Mathematical Derivations)

Gradient descent is an optimization algorithm used to minimize some functions by iteratively moving in the direction of the ...

29:12
Machine Learning | Gradient Descent (with Mathematical Derivations)

164,991 views

5 years ago

gr_teach
Gradient descent, Newton's method

... the the steepest descent or steepest ascent sometimes it's also called the greatest uh the gradient descent or gradient ascent so ...

32:22
Gradient descent, Newton's method

43,109 views

4 years ago

Visually Explained
Visually Explained: Newton's Method in Optimization

We take a look at Newton's method, a powerful technique in Optimization. We explain the intuition behind it, and we list some of its ...

11:26
Visually Explained: Newton's Method in Optimization

155,556 views

5 years ago

Professor Dave Explains
Partial Derivatives and the Gradient of a Function

We've introduced the differential operator before, during a few of our calculus lessons. But now we will be using this operator ...

10:57
Partial Derivatives and the Gradient of a Function

297,146 views

6 years ago

Sourish Kundu
Who's Adam and What's He Optimizing? | Deep Dive into Optimizers for Machine Learning!

From Stochastic Gradient Descent to Adam, we cover the most popular algorithms, how they work, and when to use them. What ...

23:20
Who's Adam and What's He Optimizing? | Deep Dive into Optimizers for Machine Learning!

105,376 views

1 year ago

Dr. Trefor Bazett
Geometric Meaning of the Gradient Vector

What direction should you travel to increase your height on a mountain as fast as possible? What direction should you travel to ...

14:51
Geometric Meaning of the Gradient Vector

270,590 views

5 years ago

Emergent Garden
Watching Neural Networks Learn

A video about neural networks, function approximation, machine learning, and mathematical building blocks. Dennis Nedry did ...

25:28
Watching Neural Networks Learn

1,648,969 views

2 years ago

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

In this video, we will talk about Gradient Descent and how we can use it to update the weights and bias of our AI model. We will ...

12:35
Gradient Descent - Simply Explained! ML for beginners with Code Example!

51,936 views

4 years ago

Data Science Garage
How Gradient Descent Works. Simple Explanation

Video explain what is gradient descent and how gradient descent works with a simple example. Basic intuition and explanation ...

5:01
How Gradient Descent Works. Simple Explanation

122,949 views

6 years ago

StatQuest with Josh Starmer
Stochastic Gradient Descent, Clearly Explained!!!

Even though Stochastic Gradient Descent sounds fancy, it is just a simple addition to "regular" Gradient Descent. This video sets ...

10:53
Stochastic Gradient Descent, Clearly Explained!!!

567,916 views

6 years ago

Visually Explained
STOCHASTIC Gradient Descent (in 3 minutes)

Visual and intuitive Overview of stochastic gradient descent in 3 minutes. ------------------- References: - The third explanation is ...

3:34
STOCHASTIC Gradient Descent (in 3 minutes)

124,469 views

4 years ago

DeepLearningAI
Gradient Descent (C1W2L04)

Take the Deep Learning Specialization: http://bit.ly/3csURe6 Check out all our courses: https://www.deeplearning.ai Subscribe to ...

11:24
Gradient Descent (C1W2L04)

158,316 views

8 years ago

MIT OpenCourseWare
23. Accelerating Gradient Descent (Use Momentum)

MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018 Instructor: Gilbert Strang ...

49:02
23. Accelerating Gradient Descent (Use Momentum)

59,478 views

6 years ago

ritvikmath
Gradient Descent : Data Science Concepts

A technique that comes up over and over again in all parts of data science! Link to Code ...

11:03
Gradient Descent : Data Science Concepts

39,238 views

4 years ago

Hung-yi Lee
ML Lecture 3-1: Gradient Descent
1:01:52
ML Lecture 3-1: Gradient Descent

247,054 views

9 years ago

codebasics
Machine Learning Tutorial Python - 4: Gradient Descent and Cost Function

In this tutorial, we are covering few important concepts in machine learning such as cost function, gradient descent, learning rate ...

28:26
Machine Learning Tutorial Python - 4: Gradient Descent and Cost Function

805,096 views

7 years ago

The Coding Train
3.5: Mathematics of Gradient Descent - Intelligence and Learning

In this video, I explain the mathematics behind Linear Regression with Gradient Descent, which was the topic of my previous ...

22:36
3.5: Mathematics of Gradient Descent - Intelligence and Learning

253,914 views

8 years ago

NeuralNine
Gradient Descent From Scratch in Python - Visual Explanation

In this video we implement gradient descent from scratch in Python. Also I try to give you an intuitive and mathematical ...

28:44
Gradient Descent From Scratch in Python - Visual Explanation

51,935 views

2 years ago