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 ...
已浏览 6508 次11 个月之前
短视频
Gradient Descent Explained Fast & Simple Machine Learning!
0:47
已浏览 49 次
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
已浏览 1.1万 次
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
已浏览 945.6万 次2022年9月26日
Machine Learning Full Course 2026 | Machine Learning Tutorial For Beginners | Simplilearn
11:57:59
Machine Learning Full Course 2026 | Machine Learning Tutorial For Beginners | Simplilearn
YouTubeSimplilearn
已浏览 4483 次9 个月之前
Machine Learning Full Course FREE (2026) | Machine Learning Course For Beginners | Intellipaat
11:24:30
Machine Learning Full Course FREE (2026) | Machine Learning Course For Beginners | Intellipaat
YouTubeIntellipaat
已浏览 1.3万 次1 个月前
热门视频
Lecture 17 : Optimization Techniques in Machine Learning
31:09
Lecture 17 : Optimization Techniques in Machine Learning
YouTubeNPTEL IIT Kharagpur
已浏览 3.3万 次2019年8月16日
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
已浏览 2.7万 次2024年4月5日
Optimization Techniques in Neural Networks | Neural Network for Machine Learning
6:24
Optimization Techniques in Neural Networks | Neural Network for Machine Learning
YouTubeTutorialsPoint
已浏览 9060 次2024年9月25日
Machine Learning Projects
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
已浏览 4803 次2 个月之前
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
已浏览 30.9万 次10 个月之前
4 *Real* Machine Learning Projects That Get You Hired - No More Tutorials!
13:05
4 *Real* Machine Learning Projects That Get You Hired - No More Tutorials!
YouTubeMarina Wyss - AI & Machine
已浏览 12.4万 次4 个月之前
Lecture 17 : Optimization Techniques in Machine Learning
31:09
在视频中查找 02:08Performance Measure in Machine Learning
Lecture 17 : Optimization Techniques in Machine Learning
已浏览 3.3万 次2019年8月16日
YouTubeNPTEL IIT Kharagpur
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 I…
已浏览 2.7万 次2024年4月5日
YouTubeSteve Brunton
Optimization Techniques in Neural Networks | Neural Network for Machine Learning
6:24
在视频中查找 02:19Optimization Techniques Explained
Optimization Techniques in Neural Networks | Neural Network for Ma…
已浏览 9060 次2024年9月25日
YouTubeTutorialsPoint
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…
已浏览 1.4万 次2020年9月5日
YouTubeSuman Samui
Who's Adam and What's He Optimizing? | Deep Dive into Optimizers for Machine Learning!
23:20
在视频中查找 01:19Understanding Optimizations
Who's Adam and What's He Optimizing? | Deep Dive into Opti…
已浏览 10万 次2024年4月28日
YouTubeSourish Kundu
How optimization for machine learning works, part 1
10:09
在视频中查找 02:06Error Functions in Machine Learning
How optimization for machine learning works, part 1
已浏览 4.5万 次2018年10月14日
YouTubeBrandon Rohrer
Bayesian Optimization - Math and Algorithm Explained
18:00
在视频中查找 05:38Power of Bayesian Optimization
Bayesian Optimization - Math and Algorithm Explained
已浏览 6.7万 次2021年5月31日
YouTubeMachine Learning Mastery
10:05
Machine Learning Control: Overview
已浏览 5.5万 次2018年6月11日
YouTubeSteve Brunton
33:59
Optimization techniques in Machine Learning | Introduction to optimiza…
已浏览 5709 次2024年3月18日
YouTubeMyCampus
8:54
在视频中查找 02:22Bayesian Optimization (BO)
Automated Machine Learning: Sequential Model-Based Optimizat…
已浏览 3260 次2022年9月7日
YouTubeAIxplained
What is Optimization in Machine Learning? The Key to AI Learning …
已浏览 52 次7 个月之前
YouTubeRetured
1:25:00
在视频中查找 03:12Overview of Optimization and Neural Networks
COMPSCI 188 - 2018-11-08 - Machine Learning: Optimization a…
已浏览 1.8万 次2018年11月9日
YouTubeWebcast Departmental
11:04
Intro to Gradient Descent || Optimizing High-Dimensional Equ…
已浏览 10万 次2023年2月14日
YouTubeDr. Trefor Bazett
10:52
在视频中查找 02:56Gradient Descent Optimization
09 Gradient-Based Optimization in ML & Deep Learning
已浏览 8399 次2023年6月7日
YouTubeDr. Kuppusamy P
29:12
Machine Learning | Gradient Descent (with Mathematical Deriva…
已浏览 16.3万 次2020年3月14日
YouTubeRANJI RAJ
15:52
Optimization for Deep Learning (Momentum, RMSprop, AdaGrad, …
已浏览 12.4万 次2023年3月2日
YouTubeDeepBean
23:54
Gradient Descent, Step-by-Step
已浏览 170.9万 次2019年2月5日
YouTubeStatQuest with Josh Starmer
Optimization Techniques in Neural Networks (All Major Optimizers Ex…
已浏览 3569 次2024年10月2日
YouTubeWsCube Tech
19:14
在视频中查找 00:21Walking Downwards in Convex Optimization Problems
1.5 Optimization Methods - Gradient Descent
已浏览 7462 次2020年11月2日
YouTubeJulius Pfrommer
1:03:22
Efficient Second-order Optimization for Machine Learning
已浏览 3954 次2018年2月8日
YouTubeMicrosoft Research
12:39
Adam Optimizer Explained in Detail with Animations | Optimizers in De…
已浏览 8.4万 次2022年8月7日
YouTubeCampusX
16:30
All Machine Learning algorithms explained in 17 min
已浏览 164.9万 次2024年9月17日
YouTubeInfinite Codes
3:07
在视频中查找 01:09Mathematical Optimization Problem
Gradient Descent in 3 minutes
已浏览 36.8万 次2021年10月8日
YouTubeVisually Explained
9:50
Bayesian Optimization (Bayes Opt): Easy explanation of popular hyper…
已浏览 10.7万 次2021年1月25日
YouTubeparetos
27:22
Foundations for Machine Learning | Linear Algebra, Probability, Calcul…
已浏览 5.9万 次2024年10月22日
YouTubeVizuara
2:37:47
Optimization in Machine Learning: Lecture 1 (Outline, Logistics, Con…
已浏览 1.2万 次2021年1月23日
YouTubeRishabh
1:01:16
Daniel Kuhn: "Wasserstein Distributionally Robust Optimizati…
已浏览 3596 次2020年4月9日
YouTubeInstitute for Pure & Applied Mathematics (IPAM)
6:34
ML Model Optimization Top 6 Techniques [ Explained ] Machine …
已浏览 1472 次2024年1月25日
YouTubeFreeBirds Crew - Data Science and GenAI
11:27
1.10 Convex Optimization | CS601 |
已浏览 3650 次2024年5月14日
YouTubeRGPV Official
观看更多视频
静态缩略图占位符