Gradient Descent and Variants Explained | Cost Function, Learning Rate & Optimization
7:53
YouTubeProtorials By Saif
Gradient Descent and Variants Explained | Cost Function, Learning Rate & Optimization
📌 In this video, we will learn the basics of the Gradient Descent algorithm, explained simply and intuitively. We’ll discuss: What is a Cost/Loss Function? What are Gradients and how do they help? The importance of Learning Rate Difference between Local and Global Minima The concept of Optimization Variants of Gradient Descent: Batch, Mini ...
309 views5 months ago
Shorts
Gradient Descent Step-by-Step Example | Neural Network Weight Update Explained
0:06
88 views
Gradient Descent Step-by-Step Example | Neural Network Weight Update
Bioinformatics with Min
I Built a Gradient Descent Visualizer in Python — From Scratch (NumPy + Streamlit) |
1:16
248 views
I Built a Gradient Descent Visualizer in Python — From Scratch (NumPy + Streamlit)
SystemDR - Scalable System
Gradient Descent Explained
Gradient Descent, Step-by-Step
23:54
Gradient Descent, Step-by-Step
YouTubeStatQuest with Josh Starmer
1.8M viewsFeb 5, 2019
Gradient Descent in 3 minutes
3:07
Gradient Descent in 3 minutes
YouTubeVisually Explained
414.4K viewsOct 8, 2021
Machine Learning Crash Course: Gradient Descent
2:12
Machine Learning Crash Course: Gradient Descent
YouTubeGoogle for Developers
166.4K viewsAug 19, 2024
Top videos
Introduction to Gradient Descent | How Models Minimize Loss
9:35
Introduction to Gradient Descent | How Models Minimize Loss
YouTubeGate Smashers
14.2K views1 month ago
Gradient Descent from Scratch | From Math to Code (Full Tutorial)
59:16
Gradient Descent from Scratch | From Math to Code (Full Tutorial)
YouTubeSandesh Suman
76 views3 months ago
Lec 08 Varients of Gradient descent and Momentum based techniques
56:50
Lec 08 Varients of Gradient descent and Momentum based techniques
YouTubeNPTEL - Indian Institute of
5.7K views4 months ago
Gradient Descent Algorithms
Intro to Gradient Descent || Optimizing High-Dimensional Equations
11:04
Intro to Gradient Descent || Optimizing High-Dimensional Equations
YouTubeDr. Trefor Bazett
105.6K viewsFeb 14, 2023
How Gradient Descent Works. Simple Explanation
5:01
How Gradient Descent Works. Simple Explanation
YouTubeData Science Garage
125.4K viewsAug 4, 2019
Gradient descent simple explanation|gradient descent machine learning|gradient descent algorithm
15:39
Gradient descent simple explanation|gradient descent machine learning|gradient descent algorithm
YouTubeUnfold Data Science
400.3K viewsMay 19, 2020
Introduction to Gradient Descent | How Models Minimize Loss
9:35
Introduction to Gradient Descent | How Models Minimize Loss
14.2K views1 month ago
YouTubeGate Smashers
Gradient Descent from Scratch | From Math to Code (Full Tutorial)
59:16
Gradient Descent from Scratch | From Math to Code (Full Tutorial)
76 views3 months ago
YouTubeSandesh Suman
Lec 08 Varients of Gradient descent and Momentum based techniques
56:50
Lec 08 Varients of Gradient descent and Momentum based techniques
5.7K views4 months ago
YouTubeNPTEL - Indian Institute of Science, Bengaluru
Gradient Descent Explained with Solved Examples | Batch, Mini-Batch & Stochastic Solved Example
11:45
Gradient Descent Explained with Solved Examples | Batch, Mini-Bat…
824 viewsMay 5, 2025
YouTubeMaths Behind AI
Variants of Gradient Descent | Deep Learning | CS631_Topic026
8:00
Variants of Gradient Descent | Deep Learning | CS631_Topic026
73 views2 weeks ago
YouTubeVirtual University of Pakistan
Gradient Descent Explained Simply (In 10 Minutes)
10:01
Gradient Descent Explained Simply (In 10 Minutes)
1.4K views4 weeks ago
YouTubeThe Gradient Descent
Lec 06 Gradient descent algorithm
37:28
Lec 06 Gradient descent algorithm
8.3K views4 months ago
YouTubeNPTEL - Indian Institute of Science, Bengaluru
1:02:25
CSCI 3151 - M17 - Optimization basics: gradient descent & variants
62 views3 months ago
YouTubeAtlantic AI Institute
4:55
Gradient Descent With Momentum | Visual Explanation | Deep Learnin…
1.7K views5 months ago
YouTubeByteQuest
39:28
Lec 3: Gradient Descent
1.5K views3 months ago
YouTubeNPTEL IIT Guwahati
30:06
Lec 61 Variants of the Gradient Descent Algorithm
2K views7 months ago
YouTubeNPTEL - Indian Institute of Science, Bengaluru
34:10
Machine learning: polynomial gradient descent algorithm tutorial
515 views3 months ago
YouTubeIrie
8:04
Gradient Descent Explained: Animated Guide to Machine Learni…
145 views1 month ago
YouTubeInfomity
49:10
11.7 Gradient Descent & Linear Regression | Introduction & Intuition
324 views1 month ago
YouTubeDecode AiML
3:16
Gradient Descent Explained | Beginner-Friendly Guide
5.5K views8 months ago
YouTubeDnyani Indian
1:03:06
9.11 Gradient Descent Optimization in Machine Learning | Calculus & …
528 views4 months ago
YouTubeDecode AiML
19:47
Gradient Descent Types & Optimizers: The Complete Visual …
18 views2 months ago
YouTubeVisualMathAI
10:31
Gradient Descent Explained | The Math Behind How AI Learns | Dee…
1.7K views3 months ago
YouTubeSumantra Codes
8:13
⚡ The Engine of AI: Gradient Descent Explained | ML 2026 🚀 #Ma…
54 views3 months ago
YouTubeDhaarini AI-Tech Research Academy
4:57
Batch vs Mini-Batch vs Stochastic Gradient Descent Explained | Dee…
1.4K views5 months ago
YouTubeByteQuest
6:44
Gradient Descent Visually Explained (The "Blind Hiker" Analogy)
160 views3 months ago
YouTubeSchovia
13:20
Projected Gradient Descent (PGD) | Adversarial Attack | Iterative FGSM
333 views5 months ago
YouTubeLearn With Aparna
0:48
Stochastic Gradient Descent (SGD)
779 views1 month ago
YouTubeInfomity
23:54
Gradient Descent, Step-by-Step
1.8M viewsFeb 5, 2019
YouTubeStatQuest with Josh Starmer
41:34
Gradient Descent For Neural Network | Deep Learning Tutorial …
233.5K viewsAug 14, 2020
YouTubecodebasics
1:05:59
Multiple Linear Regression with Gradient Descent from Scratch
2.4K viewsSep 24, 2024
YouTubeKody Simpson
9:47
6 Polynomial Regression with Gradient Descent Explained Step …
253 viewsMar 3, 2025
YouTubeDeep knowledge
19:30
Gradient Descent Explained Deeply | Easy Math for Beginners
156 views1 year ago
YouTubeMohit In Tech
41:01
L10: Feedforward neural networks and backpropagation part 1
245 viewsFeb 13, 2025
YouTubeIIT Madras - B.S. Degree Programme
See more videos
Static thumbnail place holder