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3,985,134 results

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?

205,918 views

4 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

398,232 views

4 years ago

Tom S
The Art of Linear Programming

A visual-heavy introduction to Linear Programming including basic definitions, solution via the Simplex method, the principle of ...

18:56
The Art of Linear Programming

900,399 views

2 years ago

Premature Abstraction
The Particle Swarm Optimization Algorithm

A deep dive into the Particle Swarm Optimization algorithm (PSO). Contents: 0:00 Intuition 2:04 The Algorithm 5:12 Animations ...

20:18
The Particle Swarm Optimization Algorithm

60,064 views

1 year ago

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

Welcome to our deep dive into the world of optimizers! In this video, we'll explore the crucial role that optimizers play in machine ...

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

110,473 views

1 year ago

CodeEmporium
Optimizers - EXPLAINED!

From Gradient Descent to Adam. Here are some optimizers you should know. And an easy way to remember them. SUBSCRIBE ...

7:23
Optimizers - EXPLAINED!

147,307 views

6 years ago

People also watched

ComputationallyBased
The Algorithm That Makes Ray Tracing 10x Faster

Basic path tracing is incredibly slow and inefficient at finding light sources. Today, we're fixing the biggest flaw in our ray tracer by ...

10:33
The Algorithm That Makes Ray Tracing 10x Faster

28,453 views

2 weeks ago

The Organic Chemistry Tutor
Optimization Problems - Calculus

This calculus video explains how to solve optimization problems. It explains how to solve the fence along the river problem, how to ...

1:04:56
Optimization Problems - Calculus

1,811,723 views

4 years ago

Probably Optimal
How Optimization Algorithms Know They Found a Minimum

How do optimization algorithms actually know that they have found a minimum? In this video we explore the optimality conditions ...

11:21
How Optimization Algorithms Know They Found a Minimum

2,615 views

6 days 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)

60,417 views

6 years ago

Zachary Huang
Adam Optimizer in 20 min

Don't like the Sound Effect?:* https://youtu.be/yIGM5cRvaYA *Text:* ...

23:44
Adam Optimizer in 20 min

4,832 views

4 months ago

gr_teach
Gradient descent, Newton's method

So in this video we're going to talk about multivariate optimization reminding ourselves here what we're talking about so we're ...

32:22
Gradient descent, Newton's method

43,439 views

5 years ago

MIT OpenCourseWare
22. Gradient Descent: Downhill to a Minimum

... Gradient descent is the most common optimization algorithm in deep learning and machine learning. It only takes into account ...

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

98,386 views

6 years ago

Johnny Code
Simply Explaining Proximal Policy Optimization (PPO) | Deep Reinforcement Learning

Hands-on whiteboard session on every step of the PPO algorithm! *Support me by buying a copy of the whiteboard:* ...

31:15
Simply Explaining Proximal Policy Optimization (PPO) | Deep Reinforcement Learning

18,828 views

11 months ago

MIT OpenCourseWare
4. Stochastic Thinking

MIT 6.0002 Introduction to Computational Thinking and Data Science, Fall 2016 View the complete course: ...

49:50
4. Stochastic Thinking

206,381 views

8 years ago

Infinite Codes
All Machine Learning algorithms explained in 17 min

All Machine Learning algorithms intuitively explained in 17 min ######################################### I just started ...

16:30
All Machine Learning algorithms explained in 17 min

1,869,586 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

105,206 views

3 years ago

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

Here we cover six optimization schemes for deep neural networks: stochastic gradient descent (SGD), SGD with momentum, SGD ...

15:52
Optimization for Deep Learning (Momentum, RMSprop, AdaGrad, Adam)

135,737 views

3 years ago

DeepLearningAI
Adam Optimization Algorithm (C2W2L08)

Take the Deep Learning Specialization: http://bit.ly/2vBG4xl Check out all our courses: https://www.deeplearning.ai Subscribe to ...

7:08
Adam Optimization Algorithm (C2W2L08)

263,791 views

8 years ago

Ali Mirjalili
Learn Particle Swarm Optimization (PSO) in 20 minutes

Particle Swarm Optimization (PSO) is one of the most well-regarded stochastic, population-based algorithms in the literature of ...

19:08
Learn Particle Swarm Optimization (PSO) in 20 minutes

354,231 views

7 years ago

ThePrimeagen
This Algorithm is 1,606,240% FASTER

7 Steps it took to make an algorithm 1606242% faster!!!! Become a backend engineer. Its my favorite site ...

13:31
This Algorithm is 1,606,240% FASTER

948,598 views

3 years ago

AlphaOpt
Introduction to Optimization: What Is Optimization?

We'll learn more about optimization algorithms in upcoming videos. Optimization can be applied to a huge variety of situations ...

3:57
Introduction to Optimization: What Is Optimization?

291,222 views

8 years ago

Brain Station Advanced
Optimization Problem in Calculus - Super Simple Explanation

Optimization Problem in Calculus | BASIC Math Calculus – AREA of a Triangle - Understand Simple Calculus with just Basic Math!

8:10
Optimization Problem in Calculus - Super Simple Explanation

104,478 views

1 year 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

160,861 views

5 years ago

DigitalSreeni
318 - Introduction to Metaheuristic Algorithms​

Metaheuristic algorithms are optimization techniques that use iterative search strategies to explore the solution space and find ...

13:39
318 - Introduction to Metaheuristic Algorithms​

12,028 views

1 year ago