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3,990,090 results
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 ...
205,802 views
4 years ago
Visual and intuitive overview of the Gradient Descent algorithm. This simple algorithm is the backbone of most machine learning ...
397,866 views
A deep dive into the Particle Swarm Optimization algorithm (PSO). Contents: 0:00 Intuition 2:04 The Algorithm 5:12 Animations ...
60,023 views
1 year ago
A visual-heavy introduction to Linear Programming including basic definitions, solution via the Simplex method, the principle of ...
900,117 views
2 years ago
How do optimization algorithms actually know that they have found a minimum? In this video we explore the optimality conditions ...
2,468 views
5 days ago
... Gradient descent is the most common optimization algorithm in deep learning and machine learning. It only takes into account ...
98,358 views
6 years ago
MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018 Instructor: Gilbert Strang ...
60,380 views
Don't like the Sound Effect?:* https://youtu.be/yIGM5cRvaYA *Text:* ...
4,790 views
4 months ago
Ant colony optimization algorithms (ACO) is a probabilistic technique for solving computational problems which can be reduced to ...
108,715 views
MIT 6.0002 Introduction to Computational Thinking and Data Science, Fall 2016 View the complete course: ...
206,358 views
8 years ago
All Machine Learning algorithms intuitively explained in 17 min ######################################### I just started ...
1,867,403 views
Reinforcement Learning with Human Feedback (RLHF) is a method used for training Large Language Models (LLMs). In the heart ...
80,539 views
So in this video we're going to talk about multivariate optimization reminding ourselves here what we're talking about so we're ...
43,439 views
5 years ago
Steepest descent is a simple, robust minimization algorithm for multi-variable problems. I show you how the method works and ...
68,551 views
7 years ago
Welcome to our deep dive into the world of optimizers! In this video, we'll explore the crucial role that optimizers play in machine ...
110,376 views
From Gradient Descent to Adam. Here are some optimizers you should know. And an easy way to remember them. SUBSCRIBE ...
147,284 views
Keep exploring at ▻ https://brilliant.org/TreforBazett. Get started for free for 30 days — and the first 200 people get 20% off an ...
105,138 views
3 years ago
To further enhance your computer science knowledge, go to https://brilliant.org/b001 to start your 30-day free trial and get 20% off ...
62,681 views
Particle Swarm Optimization (PSO) is one of the most well-regarded stochastic, population-based algorithms in the literature of ...
354,174 views
Here we cover six optimization schemes for deep neural networks: stochastic gradient descent (SGD), SGD with momentum, SGD ...
135,633 views
Take the Deep Learning Specialization: http://bit.ly/2vBG4xl Check out all our courses: https://www.deeplearning.ai Subscribe to ...
263,759 views
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 ...
160,789 views
We'll learn more about optimization algorithms in upcoming videos. Optimization can be applied to a huge variety of situations ...
291,191 views
