Introduction to Gradient Descent | How Models Minimize Loss
9:35
Introduction to Gradient Descent | How Models Minimize Loss
23.1K views3 months ago
YouTubeGate Smashers
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 views7 months ago
FacebookMohit Rathod
The Foggy Mountain of AI: Understanding Loss Function
0:26
The Foggy Mountain of AI: Understanding Loss Function
77 views2 months ago
YouTubecourse compass
gradient descent - explained #maths #machinelearning #datascience #statistics
1:43
gradient descent - explained #maths #machinelearning #datascience #statistics
6.5K views5 months ago
YouTubeDataMListic
Gradient Descent Explained Simply (In 10 Minutes)
10:01
Gradient Descent Explained Simply (In 10 Minutes)
2K views3 months ago
YouTubeThe Gradient Descent
Gradient Descent Explained — How ML Actually Learns
11:17
Gradient Descent Explained — How ML Actually Learns
47 views2 weeks ago
YouTubeARCHITECTURA AI
What is Gradient Descent?
1:05
What is Gradient Descent?
63 views1 month ago
YouTubeWebronaq
0:55
Loss Function vs Cost Function
2.1K views2 months ago
YouTubeThe Gradient Descent
1:22:01
Gradient Descent e Loss Function | #02 Matemática para Machine Learning
623 views1 month ago
YouTubeCarlos Melo
6:04
What is Gradient Descent - (Ep04 - Machine Learning Series)
4 views2 weeks ago
YouTubeKader Mohideen
36:30
P2.3.4 How a Network Learns: Loss, Backpropagation & Gradient Descent
89 views4 months ago
YouTubeMultiMagix
8:08
Loss Functions Explained Simply | A Visual Guide
514 views4 months ago
YouTubeSchovia
33:23
Gradient Descent Deep Dive: Batch | Stochastic | Mini-Batch
733 views3 months ago
YouTubeEduMentor Deepti
7:53
Gradient Descent and Variants Explained | Cost Function, Learning Rate & Optimization
550 views7 months ago
YouTubeProtorials By Saif
0:34
How Gradient Descent Really Works
111 views1 month ago
YouTubeJinank Thakker
37:28
Lec 06 Gradient descent algorithm
8.9K views6 months ago
YouTubeNPTEL - Indian Institute of Science, Bengaluru
2:30
Gradient Descent - Foundations of Machine Learning
965 views5 months ago
YouTubeNobi
2:34
How Machine Learning Actually Learns (Gradient Descent, Animated)
2 views2 weeks ago
YouTubeFrame of Reference
16:30
Gradient Descent Explained Step-by-Step | Iterative Parameter Estimation in Machine Learning
157 views4 months ago
YouTubeLearn With Dr. Hakeem-Ur-Rehman
8:04
Gradient Descent Explained: Animated Guide to Machine Learning Optimization
205 views3 months ago
YouTubeInfomity
2:12
Machine Learning Crash Course: Gradient Descent
181.3K viewsAug 19, 2024
YouTubeGoogle for Developers
3:43
Stochastic Gradient Descent - Explained
3.9K views5 months ago
YouTubeDataMListic
2:23
Gradient Descent Explained Easily - Algorithm which powers #machinelearning
329 views5 months ago
YouTubeDATA JARVIS
28:19
Lec 60 Minimizing the Cost Function: Gradent Descent Algorithm
2.3K views9 months ago
YouTubeNPTEL - Indian Institute of Science, Bengaluru
3:07
Gradient Descent in 3 minutes
427.2K viewsOct 8, 2021
YouTubeVisually Explained
32:11
Lec 21 Training ML Models: Gradient Descent
1.1K views11 months ago
YouTubeNPTEL - Indian Institute of Science, Bengaluru
1:03:06
9.11 Gradient Descent Optimization in Machine Learning | Calculus & Optimization
1K views7 months ago
YouTubeDecode AiML
13:41
Simplified Tutorial on Gradient Descent Optimizing Loss Functions
337 viewsMay 24, 2025
YouTubeMakerere Epidemiology and Statistical center
13:09
Gradient Descent Explained | Cost Function, Learning Rate & Optimization
458 viewsMay 2, 2025
YouTubeMaths Behind AI
1:58
How does a machine learn? #ai #machinelearning #algorithms #gradientdescent #optimization
1.7K viewsMay 25, 2025
YouTubeMohamed Chiny
See more
Static thumbnail place holder