Introduction to Optimization for Machine Learning [Lecture 22]
56:04
YouTubeVizuara
Introduction to Optimization for Machine Learning [Lecture 22]
Understanding Optimization in Machine Learning: The Key to Smarter Models Ever wondered what makes machine learning models "learn"? At the core of it all lies optimization, the process of fine-tuning a model to ensure it performs its task accurately—be it predicting outcomes, classifying data, or finding patterns. The journey of optimization ...
6.4K views11 months ago
Shorts
Gradient Descent Explained Fast & Simple Machine Learning!
0:47
49 views
Gradient Descent Explained Fast & Simple Machine Learning!
SOMA ACADEMY
Insightforge | AI & Data Science on Instagram: "Stochastic Gradient Descent (SGD) is an optimization technique used to reduce a model’s loss and improve its performance. A good way to imagine it is like walking down a hill to reach the lowest point. The gradient tells you the slope and the direction to move downward. But instead of looking at the entire landscape (the full dataset), SGD looks at small random batches of data to estimate the slope at each step. Because it works with smaller sample
1:18
11K views
Insightforge | AI & Data Science on Instagram: "Stochastic Gradient
insightforge.ai
Machine Learning Tutorial
Machine Learning for Everybody – Full Course
3:53:53
Machine Learning for Everybody – Full Course
YouTubefreeCodeCamp.org
9.4M viewsSep 26, 2022
Machine Learning with Python and Scikit-Learn – Full Course
18:00:35
Machine Learning with Python and Scikit-Learn – Full Course
YouTubefreeCodeCamp.org
891.3K viewsNov 22, 2023
Machine Learning Full Course - Learn Machine Learning 10 Hours | Machine Learning Tutorial | Edureka
9:38:31
Machine Learning Full Course - Learn Machine Learning 10 Hours | Machine Learning Tutorial | Edureka
YouTubeedureka!
3.5M viewsSep 22, 2019
Top videos
How optimization for machine learning works, part 1
10:09
How optimization for machine learning works, part 1
YouTubeBrandon Rohrer
44.7K viewsOct 14, 2018
Optimization Techniques in Neural Networks | Neural Network for Machine Learning
6:24
Optimization Techniques in Neural Networks | Neural Network for Machine Learning
YouTubeTutorialsPoint
8.9K viewsSep 25, 2024
AI/ML+Physics Part 5: Employing an Optimization Algorithm [Physics Informed Machine Learning]
32:35
AI/ML+Physics Part 5: Employing an Optimization Algorithm [Physics Informed Machine Learning]
YouTubeSteve Brunton
27.4K viewsApr 5, 2024
Machine Learning Projects
22 Machine Learning Projects That Will Make You A God At Data Science
14:04
22 Machine Learning Projects That Will Make You A God At Data Science
YouTubeInfinite Codes
352.2K views10 months ago
Build Your First Machine Learning Project [Full Beginner Walkthrough]
37:05
Build Your First Machine Learning Project [Full Beginner Walkthrough]
YouTubeDataquest
209.3K viewsJul 18, 2022
9 Machine Learning Projects Implementation | Complete ML Projects Using Python & Scikit-Learn
4:50:58
9 Machine Learning Projects Implementation | Complete ML Projects Using Python & Scikit-Learn
YouTubeAI with Noor
4.7K views2 months ago
How optimization for machine learning works, part 1
10:09
How optimization for machine learning works, part 1
44.7K viewsOct 14, 2018
YouTubeBrandon Rohrer
Optimization Techniques in Neural Networks | Neural Network for Machine Learning
6:24
Find in video from 02:19Optimization Techniques Explained
Optimization Techniques in Neural Networks | Neural Network for Ma…
8.9K viewsSep 25, 2024
YouTubeTutorialsPoint
AI/ML+Physics Part 5: Employing an Optimization Algorithm [Physics Informed Machine Learning]
32:35
Find in video from 01:45Overview of Optimization Stages
AI/ML+Physics Part 5: Employing an Optimization Algorithm [Physics I…
27.4K viewsApr 5, 2024
YouTubeSteve Brunton
Optimization techniques in Machine Learning | Introduction to optimization in ML | Week 8 | IITM
33:59
Optimization techniques in Machine Learning | Introduction to optimiza…
5.6K viewsMar 18, 2024
YouTubeMyCampus
Lecture 17 : Optimization Techniques in Machine Learning
31:09
Find in video from 00:23Introduction to Optimization Techniques
Lecture 17 : Optimization Techniques in Machine Learning
32.9K viewsAug 16, 2019
YouTubeNPTEL IIT Kharagpur
Lecture 11: Optimization in Machine Learning | Convex vs. Non-Convex | Gradient Based Optimization
23:46
Lecture 11: Optimization in Machine Learning | Convex vs. Non-Conve…
14.5K viewsSep 5, 2020
YouTubeSuman Samui
Who's Adam and What's He Optimizing? | Deep Dive into Optimizers for Machine Learning!
23:20
Find in video from 01:19Understanding Optimizations
Who's Adam and What's He Optimizing? | Deep Dive into Opti…
100.3K viewsApr 28, 2024
YouTubeSourish Kundu
2:37:47
Optimization in Machine Learning: Lecture 1 (Outline, Logistics, Con…
11.9K viewsJan 23, 2021
YouTubeRishabh
10:05
Machine Learning Control: Overview
54.6K viewsJun 11, 2018
YouTubeSteve Brunton
18:00
Find in video from 05:38Power of Bayesian Optimization
Bayesian Optimization - Math and Algorithm Explained
66.8K viewsMay 31, 2021
YouTubeMachine Learning Mastery
1:05:21
Optimization for Machine Learning I
45K viewsJan 23, 2017
YouTubeSimons Institute for the Theory of Computing
8:54
Find in video from 02:22Bayesian Optimization (BO)
Automated Machine Learning: Sequential Model-Based Optimizat…
3.3K viewsSep 7, 2022
YouTubeAIxplained
11:04
Intro to Gradient Descent || Optimizing High-Dimensional Equ…
96.3K viewsFeb 14, 2023
YouTubeDr. Trefor Bazett
10:52
Find in video from 02:56Gradient Descent Optimization
09 Gradient-Based Optimization in ML & Deep Learning
8.4K viewsJun 7, 2023
YouTubeDr. Kuppusamy P
29:12
Machine Learning | Gradient Descent (with Mathematical Deriva…
162.9K viewsMar 14, 2020
YouTubeRANJI RAJ
Optimization for Deep Learning (Momentum, RMSprop, AdaGrad, …
123.9K viewsMar 2, 2023
YouTubeDeepBean
Optimization Techniques in Neural Networks (All Major Optimizers Ex…
4.5K viewsOct 2, 2024
YouTubeWsCube Tech
Better Machine Learning Models with Multi Objective Optimization
6.6K viewsJan 24, 2018
YouTubeAltair RapidMiner How-To
1:03:22
Efficient Second-order Optimization for Machine Learning
4K viewsFeb 8, 2018
YouTubeMicrosoft Research
23:54
Gradient Descent, Step-by-Step
1.7M viewsFeb 5, 2019
YouTubeStatQuest with Josh Starmer
12:39
Adam Optimizer Explained in Detail with Animations | Optimizers in De…
84K viewsAug 7, 2022
YouTubeCampusX
Find in video from 00:21Walking Downwards in Convex Optimization Problems
1.5 Optimization Methods - Gradient Descent
7.5K viewsNov 2, 2020
YouTubeJulius Pfrommer
16:30
All Machine Learning algorithms explained in 17 min
1.6M viewsSep 17, 2024
YouTubeInfinite Codes
6:36
Machine Learning Fundamentals: Bias and Variance
1.6M viewsSep 17, 2018
YouTubeStatQuest with Josh Starmer
47:27
Find in video from 31:00Using Optimization to Enforce Physics
Physics Informed Machine Learning: High Level Overview of AI and ML …
317.5K viewsFeb 16, 2024
YouTubeSteve Brunton
9:50
Bayesian Optimization (Bayes Opt): Easy explanation of popular hyper…
113.1K viewsJan 25, 2021
YouTubeparetos
5:01
All Machine Learning Models Explained in 5 Minutes | Types of …
1.5M viewsMay 16, 2020
YouTubeLearn with Whiteboard
Machine Learning for Performance Optimization in the Energy Sector
2.9K viewsAug 20, 2021
YouTubeNeural Designer
7:14
Machine Learning Optimization by ANSYS Workbench: #ansysfluent …
2.4K viewsJul 26, 2022
YouTubeMR-CFD ANSYS Fluent Tutorials and Services
See more videos
Static thumbnail place holder