The Complete Mathematics of Neural Networks and Deep Learning
5:00:53
YouTubeAdam Dhalla
The Complete Mathematics of Neural Networks and Deep Learning
A complete guide to the mathematics behind neural networks and backpropagation. In this lecture, I aim to explain the mathematical phenomena, a combination of linear algebra and optimization, that underlie the most important algorithm in data science today: the feed forward neural network. Through a plethora of examples, geometrical intuitions ...
689.3K viewsFeb 28, 2021
Shorts
How Neural Networks Recognize Digits (With Math)
0:40
534 views
How Neural Networks Recognize Digits (With Math)
DopeShit
A Neural Network is Just a Massive Mathematical Function | Animated Explainer
0:57
198 views
A Neural Network is Just a Massive Mathematical Function | Animated
Infomity
Neural Network Tutorial
Neural Network Simply Explained | Deep Learning Tutorial 4 (Tensorflow2.0, Keras & Python)
11:01
Neural Network Simply Explained | Deep Learning Tutorial 4 (Tensorflow2.0, Keras & Python)
YouTubecodebasics
632.1K viewsJul 14, 2020
Artificial neural networks (ANN) - explained super simple
26:14
Artificial neural networks (ANN) - explained super simple
YouTubeTileStats
125.6K viewsMar 3, 2023
Tutorial 1- Introduction to Neural Network and Deep Learning
8:07
Tutorial 1- Introduction to Neural Network and Deep Learning
YouTubeKrish Naik
432.4K viewsJul 17, 2019
Top videos
Neural Network From Scratch: No Pytorch & Tensorflow; just pure math | 30 min theory + 30 min coding
1:09:07
Neural Network From Scratch: No Pytorch & Tensorflow; just pure math | 30 min theory + 30 min coding
YouTubeVizuara
28.5K viewsDec 27, 2024
A Gentle Introduction To Math Behind Neural Networks and Deep Learning (nested composite function)
8:22
A Gentle Introduction To Math Behind Neural Networks and Deep Learning (nested composite function)
YouTubeDr. Data Science
6.2K viewsOct 23, 2022
Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math)
31:28
Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math)
YouTubeSamson Zhang
2.8M viewsNov 24, 2020
Neural Network Applications
Applications of Neural Networks | Real-World Uses You MUST Know 🤖🔥‪@FameWorldEducationalHub‬
6:19
Applications of Neural Networks | Real-World Uses You MUST Know 🤖🔥‪@FameWorldEducationalHub‬
YouTubeFAME WORLD
23 views3 months ago
Neural Networks Explained: Types, Working & Real-World Applications | Complete AI Guide
3:19
Neural Networks Explained: Types, Working & Real-World Applications | Complete AI Guide
YouTubeFAME WORLD
6 views5 months ago
Neural Networks Explained for Beginners! How Neural Networks Work!
15:31
Neural Networks Explained for Beginners! How Neural Networks Work!
YouTubeThe Data and AI Guy
6.4K viewsMar 24, 2025
Neural Network From Scratch: No Pytorch & Tensorflow; just pure math | 30 min theory + 30 min coding
1:09:07
Neural Network From Scratch: No Pytorch & Tensorflow; just pure math | 30 min theory + 30 min coding
28.5K viewsDec 27, 2024
YouTubeVizuara
A Gentle Introduction To Math Behind Neural Networks and Deep Learning (nested composite function)
8:22
A Gentle Introduction To Math Behind Neural Networks and Deep Learning (nested composite function)
6.2K viewsOct 23, 2022
YouTubeDr. Data Science
Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math)
31:28
Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math)
2.8M viewsNov 24, 2020
YouTubeSamson Zhang
Mathematics of neural network
4:39:50
Mathematics of neural network
65.2K viewsJun 5, 2023
YouTubeComputer Science with Dr. RCB
Scientific Deep Learning: the math behind Neural Networks and PINNs, explained the easy way!
8:22
Scientific Deep Learning: the math behind Neural Networks and PINNs, explained the easy way!
290 views1 month ago
YouTubeDario Doninger
CNN Math Explained Step-by-Step | Convolution, Activation, Pooling & Flatten Layers
4:48
CNN Math Explained Step-by-Step | Convolution, Activation, Pooling & Flatten Layers
916 views6 months ago
YouTubeSharing What I'm Learning
Beginner Intro to Neural Networks 1: Data and Graphing
14:14
Find in video from 01:03What Neural Networks Allow Computers to Do Today
Beginner Intro to Neural Networks 1: Data and Graphing
389.8K viewsMar 10, 2017
YouTubegiant_neural_network
2:19:05
Neural Network From Scratch (NNFS): A 140-minute lecture | Intuition + Mathematical foundation
7.7K viewsJun 19, 2024
YouTubeVizuara
17:05
The Math Behind Graph Neural Networks (Visually Explained) | Part 1
382 views1 month ago
YouTubeMathamaticsOfMachines
0:57
A Neural Network is Just a Massive Mathematical Function | Animated Explainer
198 views1 month ago
YouTubeInfomity
Essential Matrix Algebra for Neural Networks, Clearly Explained!!!
30:01
Find in video from 18:49Neural Network Transformations
Essential Matrix Algebra for Neural Networks, Clearly Explained!!!
80.8K viewsDec 11, 2023
YouTubeStatQuest with Josh Starmer
25:01
Reinforcement Learning with Neural Networks: Mathematical Details
28.6K viewsApr 14, 2025
YouTubeStatQuest with Josh Starmer
18:45
Beginner Intro to Neural Networks 2: Functions and Predictions
197.3K viewsMar 16, 2017
YouTubegiant_neural_network
9:09
The Math behind Neural Networks | Backpropagation simplified for beginners | Deep Learning basics
1.4K viewsJun 30, 2024
YouTubeSix Sigma Pro SMART
1:33:04
Neural Networks || Math Review || Lecture 17
43 views3 weeks ago
YouTubeElectronics & Communication - CU
1:17
How do neural networks learn using math?
2.4K views9 months ago
YouTubeGiffah
20:05
The Math Behind Graph Neural Networks (Visually Explained) | Part 2
75 views4 weeks ago
YouTubeMathamaticsOfMachines
24:30
Training math of neural networks
309 views5 months ago
YouTubeAi Guru
1:14:12
Mindscape 336 | Anil Ananthaswamy on the Mathematics of Neural Nets and aI
13.1K views5 months ago
YouTubeSean Carroll
27:32
How Neural Nets Learn Everything
4.5K views4 months ago
YouTubeKylie Ying
1:06:57
Lesson 7: More Mathematics of Neural Networks
223 views4 months ago
YouTubeSrijit Mukherjee
8:54
How Graph Neural Networks Actually Work: The Math Explained
54 views3 months ago
YouTubeMechanode
14:28
Graph Neural Networks - a perspective from the ground up
278.7K viewsAug 23, 2021
YouTubeAlex Foo
11:37
BERT Neural Network - EXPLAINED!
494K viewsMay 4, 2020
YouTubeCodeEmporium
1:17:12
The Math Behind Neural Networks (01)
49.9K viewsNov 9, 2018
YouTubeCourse Hero
1:08
Neural Network Math Made Easy 🤯 | It’s Simpler Than You Think! #ai #datascience #machinelearning
1.3K views1 month ago
YouTubesaepuff
10:58
The Math behind Neural Networks | Forward Pass simplified for beginners | Deep Learning basics
2.5K viewsJun 23, 2024
YouTubeSix Sigma Pro SMART
35:47
How To Calculate a Neural Network
3.8K viewsJun 26, 2023
YouTubeAudas
0:54
The Mathematical Foundation of Neural Networks
622 views3 months ago
YouTubePuru Kathuria
See more