ByteQuest

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143 videos

ByteQuest is a visual-first deep dive into the foundations of Artificial Intelligence and Machine Learning. This channel focuses on explaining AI from first ...

Latest Videos

Transformers Visually Explained

Recurrent Neural Networks (RNNs) LSTMs, GRUs, BPTT

MobileNet V1 & V2 - How Lightweight CNNs Actually Work

Inception Network (GoogleNet) Explained

1x1 Convolution Intuition

Residual Networks (ResNet) Explained Intuitively Why Deep Networks Fail & How ResNet Fixes It

VGG-16 Architecture Visually Explained

AlexNet Explained from Scratch Architecture, Layers, ReLU, Dropout

LeNet-5 CNN Architecture Explained The Network That Started Deep Learning

CNN Explained Visually Padding, Stride, Pooling, Receptive Fields, Dilation & Layer Architecture

ADAM Optimization Algorithm Explained Visually Deep Learning #13

RMSProp Optimizer Visually Explained Deep Learning #12

Gradient Descent With Momentum Visual Explanation Deep Learning #11

Exponentially Weighted Moving Average (EWMA) Explained Deep Learning #10

Batch vs Mini-Batch vs Stochastic Gradient Descent Explained Deep Learning 9

Batch Normalization Internal Covariate Shift Deep Learning Part 8

Weight Initialization Xavier He Zero Symmetry Problem Deep Learning Part 7

Vanishing AND Exploding Gradient Problem Explained Deep Learning 6

Data Normalization Why Scaling Your Data Matters in Machine Learning Deep Learning 5

Regularization L1 & L2 Dropout Data Augmentation Early Stopping Deep Learning Part 4

What Are Activation Functions Deep Learning Part 3

Backpropagation Visually Explained Deep Learning Part 2

Neural Networks Intuition

Principle Component Analysis PCA Visual Explanation

How DBSCAN Beats K-Means Clustering

How K-Means Clustering REALLY Works (Visual Explanation)

Visualizing Decision Trees The Ultimate Guide

SVMs Explained The Geometry of Intelligence

The Naive Bayes Classifier A Visual Explanation

K-Nearest Neighbors The Most Intuitive Machine Learning Algorithm