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

In this video we are going to talk about a topic from nonlinear optimization called Gradient Descent (or Gradient Ascent if you want ...

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

100,528 views

2 years ago

Advanced LAFF
8.2.4 Method of Steepest Descent

Advanced Linear Algebra: Foundations to Frontiers Robert van de Geijn and Maggie Myers For more information: ulaff.net.

2:52
8.2.4 Method of Steepest Descent

2,270 views

5 years ago

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

368,924 views

4 years ago

MathPod
Steepest Descent Method | Search Technique

This video is about steepest Descent technique, a search technique for optimization problems.

11:43
Steepest Descent Method | Search Technique

71,822 views

4 years ago

Steven Strogatz
Lecture 6: Steepest descent

By going into the complex plane, we can unify Laplace's method (Lecture 4) and the method of stationary phase (Lecture 5).

1:25:44
Lecture 6: Steepest descent

10,178 views

4 years ago

MrKyoki
Steepest Descent vs Conjugate Gradient

The Methods of Steepest Descent and Conjugate Gradients are two examples of Krylov subspace methods. Here, they solve the ...

1:01
Steepest Descent vs Conjugate Gradient

1,233 views

7 months ago

purdueMET
Applied Optimization - Steepest Descent

Steepest descent is a simple, robust minimization algorithm for multi-variable problems. I show you how the method works and ...

29:49
Applied Optimization - Steepest Descent

67,963 views

7 years ago

RAKESH VALASA
PROBLEM ON STEEPEST DESCENT METHOD

rakesh_valasa #steepest_descent_method #computational_methods_in_engineering projections of ponts ...

28:15
PROBLEM ON STEEPEST DESCENT METHOD

74,297 views

5 years ago

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

... 3:01 - Cost functions 6:55 - Gradient descent 11:18 - More on gradient vectors 12:19 - Gradient descent recap 13:01 - Analyzing ...

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

8,512,075 views

8 years ago

People also watched

The PrepStudio
🔴NUMERICAL Gradient Descent || Complete Concept✅️....by_Supriya Srivastava.

... basic introduction to gradient descent which is an un unconstrained optimization technique where we are finding the minimum ...

7:16
🔴NUMERICAL Gradient Descent || Complete Concept✅️....by_Supriya Srivastava.

15,840 views

1 year ago

Michel Bierlaire
Descent methods and line search: preconditioned steepest descent

Bierlaire (2015) Optimization: principles and algorithms, EPFL Press. Section 11.1.

15:22
Descent methods and line search: preconditioned steepest descent

20,416 views

6 years ago

Jason Rose
Steepest Ascent and Steepest Descent

The Gradient and Steepest Ascent and Steepest Descent.

9:03
Steepest Ascent and Steepest Descent

30,875 views

13 years ago

gr_teach
Gradient descent, Newton's method

... the gradient descent algorithm in theory would include two steps one estimate the gradient or the direction of the scent or ascent ...

32:22
Gradient descent, Newton's method

42,867 views

4 years ago

MIT OpenCourseWare
23. Accelerating Gradient Descent (Use Momentum)

... In this lecture, Professor Strang explains both momentum-based gradient descent and Nesterov's accelerated gradient descent.

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

59,001 views

6 years ago

OptWhiz
Gradients, Hessians, and All Those Derivative Tests

This video derives the gradient and the hessian from basic ideas. It shows how the gradient lets you find the directional derivative, ...

17:11
Gradients, Hessians, and All Those Derivative Tests

22,072 views

2 years ago

Passing MArks
Steepest Descent Optimization Technique

Numerical on Steepest Descent Optimization Technique.

7:39
Steepest Descent Optimization Technique

5,227 views

5 years ago

R. Sekhar Chivukula
Asymptotic Expansion for the Airy Function - Part 1

This video describes using the method of steepest descent to evaluate the asymptotic form of the Airy function in the oscillatory ...

10:17
Asymptotic Expansion for the Airy Function - Part 1

4,515 views

6 years ago

Andrew Reader
Conjugate gradient method (watch steepest descent first: https://youtu.be/G0fv8nU8oPA)

The conjugate gradient method for least squares image reconstruciton. Please watch the prerequisite steepest descent video first: ...

19:30
Conjugate gradient method (watch steepest descent first: https://youtu.be/G0fv8nU8oPA)

7,219 views

5 years ago

civilengineeringprof
Lecture: Multi Dimensional Gradient Methods in Optimization -- Example Part 1 of 2

Learn the Multi-Dimensional Gradient Method of optimization via an example. Minimize an objective function with two variables ...

13:50
Lecture: Multi Dimensional Gradient Methods in Optimization -- Example Part 1 of 2

76,876 views

13 years ago

StatDOE by Rosane Rech
RSM 04 Method of the Steepest Ascent

Response Surface Methodology (RSM) course - Lesson 4/8 https://statdoe.com/rsm/ . www.statdoe.com.

4:05
RSM 04 Method of the Steepest Ascent

7,066 views

2 years ago

Khan Academy
Why the gradient is the direction of steepest ascent

The way we compute the gradient seems unrelated to its interpretation as the direction of steepest ascent. Here you can see how ...

10:32
Why the gradient is the direction of steepest ascent

346,072 views

9 years ago

Tassos Natsakis
The steepest descent method explained visually
8:45
The steepest descent method explained visually

288 views

5 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

1,711,979 views

6 years ago

AIBrilliance
Part 3 Steepest Descent Method Example Problem

steepestdescentmethod #datascience #machinelearning #artificialintelligence #dataanalytics #AIB Connect/Follow ...

11:25
Part 3 Steepest Descent Method Example Problem

939 views

2 years ago

R. Sekhar Chivukula
Introduction to Method of Steepest Descent

This video describes using the method of steepest descent to compute the asymptotic form of a complex Laplace-type integral, ...

7:25
Introduction to Method of Steepest Descent

11,636 views

6 years ago

Chris Rycroft
Harvard AM205 video 4.8 - Steepest descent and Newton methods for optimization

Harvard Applied Math 205 is a graduate-level course on scientific computing and numerical methods. This video introduces the ...

27:03
Harvard AM205 video 4.8 - Steepest descent and Newton methods for optimization

5,098 views

5 years ago

Engineering Educator Academy
Steepest Descent Method (Unconstrained Optimization)

The method of Steepest Descend (also called gradient descent) is described in this video along with its problems and a MATLAB ...

44:21
Steepest Descent Method (Unconstrained Optimization)

6,575 views

4 years ago

Tom Carlone
Overview of Conjugate Gradient Method

A brief overview of steepest descent and how it leads the an optimization technique called the Conjugate Gradient Method.

9:58
Overview of Conjugate Gradient Method

74,116 views

12 years ago

KK Sir ki classes
STEEPEST DECENT METHOD// OPTIMIZATION TECHNIQUES// UNIVARIATE METHOD // kk sir ki class

Hello guys तो कैसे है आप लोग उम्मीद है अच्छे होंगे और मजे मे होंगे, #kksirkiclass ...

32:20
STEEPEST DECENT METHOD// OPTIMIZATION TECHNIQUES// UNIVARIATE METHOD // kk sir ki class

142,412 views

5 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

122,365 views

6 years ago