Adaptive learning rates for gradient descent
Adaptive learning rates for gradient descent
2 views7 months ago
substack.com
Linear regression gradient descent explained simply
17:58
Linear regression gradient descent explained simply
5 months ago
MSNLearn With Jay
Gradient descent is one of the core optimization methods that helps AI models learn by minimizing a loss function, which measures how far predictions are from the true targets. You can think of the loss function as a hilly landscape, often called the loss landscape, where high points represent large errors and low points represent small errors. At any location on this landscape, the gradient tells us the direction in which the loss increases the fastest. Gradient descent takes this gradient and
1:12
Gradient descent is one of the core optimization methods that helps AI models learn by minimizing a loss function, which measures how far predictions are from the true targets. You can think of the loss function as a hilly landscape, often called the loss landscape, where high points represent large errors and low points represent small errors. At any location on this landscape, the gradient tells us the direction in which the loss increases the fastest. Gradient descent takes this gradient and
48.2K views6 months ago
FacebookMohit Rathod
Gradient descent, how neural networks learn | Deep Learning Chapter 2
20:33
Gradient descent, how neural networks learn | Deep Learning Chapter 2
9.2M viewsOct 16, 2017
YouTube3Blue1Brown
Gradient Descent Explained | How Do ML and DL Models Learn? | Simple Explanation!
2:54
Gradient Descent Explained | How Do ML and DL Models Learn? | Simple Explanation!
1.9K viewsAug 20, 2024
YouTubeAI For Beginners
Linear Regression Part 8 | Gradient Descent | Multi-variable Gradient Descent
12:20
Linear Regression Part 8 | Gradient Descent | Multi-variable Gradient Descent
14.4K viewsMar 13, 2020
YouTubeCampusX
Gradient descent explained (Maths behind AI)
17:44
Gradient descent explained (Maths behind AI)
64 views2 months ago
YouTubeNeural Monk
3:10
Learning Rate Explained: Optimize AI Training
92 views1 month ago
YouTubeInfomity
7:23
Optimizers - EXPLAINED!
149.1K viewsFeb 10, 2020
YouTubeCodeEmporium
7:08
Adam Optimization Algorithm (C2W2L08)
264.6K viewsAug 25, 2017
YouTubeDeepLearningAI
27:49
The Stochastic Gradient Descent Algorithm
13.5K viewsMay 7, 2020
YouTubeNathan Kutz
9:21
Gradient Descent With Momentum (C2W2L06)
199.4K viewsAug 25, 2017
YouTubeDeepLearningAI
11:28
Gradient Descent algorithm Simplified
5.7K viewsJun 28, 2020
YouTubeProf. Ryan Ahmed
12:25
Adam Optimization from Scratch in Python
14.4K viewsAug 21, 2020
YouTubeDeep Learning with Yacine
10:53
Stochastic Gradient Descent, Clearly Explained!!!
582.9K viewsMay 13, 2019
YouTubeStatQuest with Josh Starmer
23:54
Gradient Descent, Step-by-Step
1.8M viewsFeb 5, 2019
YouTubeStatQuest with Josh Starmer
4:26
Learning Rate in a Neural Network explained
112.1K viewsNov 22, 2017
YouTubedeeplizard
5:01
How Gradient Descent Works. Simple Explanation
126K viewsAug 4, 2019
YouTubeData Science Garage
52:44
22. Gradient Descent: Downhill to a Minimum
99K viewsMay 16, 2019
YouTubeMIT OpenCourseWare
37:00
Gradient Boost Part 4 (of 4): Classification Details
155.9K viewsApr 22, 2019
YouTubeStatQuest with Josh Starmer
13:17
Tutorial 15- Adagrad Optimizers in Neural Network
117.4K viewsJul 31, 2019
YouTubeKrish Naik
4:44
Logistic Regression Gradient Descent | Derivation | Machine Learning
57.8K viewsJan 15, 2021
YouTubeLearn With Jay
29:12
Machine Learning | Gradient Descent (with Mathematical Derivations)
176.5K viewsMar 14, 2020
YouTubeRANJI RAJ
22:36
3.5: Mathematics of Gradient Descent - Intelligence and Learning
256.7K viewsJun 5, 2017
YouTubeThe Coding Train
9:51
Linear Regression, Cost Function and Gradient Descent Algorithm..Clearly Explained !!
143.9K viewsJun 6, 2020
YouTubePriyanshu Vats
28:26
Machine Learning Tutorial Python - 4: Gradient Descent and Cost Function
828.3K viewsJul 22, 2018
YouTubecodebasics
7:05
Gradient Descent Explained
161.9K viewsSep 15, 2022
YouTubeIBM Technology
1:03:07
Lecture 4: Optimization
67.3K viewsAug 10, 2020
YouTubeMichigan Online
37:37
Lecture 5: Gradient Descent
24.9K viewsAug 21, 2019
YouTubeNPTEL IIT Bombay
8:59
Lecture 0204 Gradient descent in practice II: Learning rate
3.1K viewsJan 22, 2017
YouTubeBlitz Kim
See more
Static thumbnail place holder