ViewTube

ViewTube
Sign inSign up
Author thumbnail

StatQuest with Josh Starmer

Neural Networks / Deep Learning

1,310,284 views
28 items
Last updated on Apr 8, 2024
public playlist 
This playlist has everything you need to know about Neural Networks, from the basics to the state of the art with Transformers, the foundation of ChatGPT.
StatQuest with Josh Starmer
Happy Halloween (Neural Networks Are Not Scary)
0:59
Happy Halloween (Neural Networks Are Not Scary)

StatQuest with Josh Starmer
The Essential Main Ideas of Neural Networks
18:54
The Essential Main Ideas of Neural Networks

StatQuest with Josh Starmer
The Chain Rule
18:24
The Chain Rule

StatQuest with Josh Starmer
Gradient Descent, Step-by-Step
23:54
Gradient Descent, Step-by-Step

StatQuest with Josh Starmer
Neural Networks Pt. 2: Backpropagation Main Ideas
17:34
Neural Networks Pt. 2: Backpropagation Main Ideas

StatQuest with Josh Starmer
Backpropagation Details Pt. 1: Optimizing 3 parameters simultaneously.
18:32
Backpropagation Details Pt. 1: Optimizing 3 parameters simultaneously.

StatQuest with Josh Starmer
Backpropagation Details Pt. 2: Going bonkers with The Chain Rule
13:09
Backpropagation Details Pt. 2: Going bonkers with The Chain Rule

StatQuest with Josh Starmer
Neural Networks Pt. 3: ReLU In Action!!!
8:58
Neural Networks Pt. 3: ReLU In Action!!!

StatQuest with Josh Starmer
Neural Networks Pt. 4: Multiple Inputs and Outputs
13:50
Neural Networks Pt. 4: Multiple Inputs and Outputs

StatQuest with Josh Starmer
Neural Networks Part 5: ArgMax and SoftMax
14:03
Neural Networks Part 5: ArgMax and SoftMax

StatQuest with Josh Starmer
The SoftMax Derivative, Step-by-Step!!!
7:13
The SoftMax Derivative, Step-by-Step!!!

StatQuest with Josh Starmer
Neural Networks Part 6: Cross Entropy
9:31
Neural Networks Part 6: Cross Entropy

StatQuest with Josh Starmer
Neural Networks Part 7: Cross Entropy Derivatives and Backpropagation
22:08
Neural Networks Part 7: Cross Entropy Derivatives and Backpropagation

StatQuest with Josh Starmer
Neural Networks Part 8: Image Classification with Convolutional Neural Networks (CNNs)
15:24
Neural Networks Part 8: Image Classification with Convolutional Neural Networks (CNNs)

StatQuest with Josh Starmer
Recurrent Neural Networks (RNNs), Clearly Explained!!!
16:37
Recurrent Neural Networks (RNNs), Clearly Explained!!!

StatQuest with Josh Starmer
Long Short-Term Memory (LSTM), Clearly Explained
20:45
Long Short-Term Memory (LSTM), Clearly Explained

StatQuest with Josh Starmer
Word Embedding and Word2Vec, Clearly Explained!!!
16:12
Word Embedding and Word2Vec, Clearly Explained!!!

StatQuest with Josh Starmer
Sequence-to-Sequence (seq2seq) Encoder-Decoder Neural Networks, Clearly Explained!!!
16:50
Sequence-to-Sequence (seq2seq) Encoder-Decoder Neural Networks, Clearly Explained!!!

StatQuest with Josh Starmer
Attention for Neural Networks, Clearly Explained!!!
15:51
Attention for Neural Networks, Clearly Explained!!!

StatQuest with Josh Starmer
Transformer Neural Networks, ChatGPT's foundation, Clearly Explained!!!
36:15
Transformer Neural Networks, ChatGPT's foundation, Clearly Explained!!!

StatQuest with Josh Starmer
Decoder-Only Transformers, ChatGPTs specific Transformer, Clearly Explained!!!
36:45
Decoder-Only Transformers, ChatGPTs specific Transformer, Clearly Explained!!!

StatQuest with Josh Starmer
Tensors for Neural Networks, Clearly Explained!!!
9:40
Tensors for Neural Networks, Clearly Explained!!!

StatQuest with Josh Starmer
Essential Matrix Algebra for Neural Networks, Clearly Explained!!!
30:01
Essential Matrix Algebra for Neural Networks, Clearly Explained!!!

StatQuest with Josh Starmer
The matrix math behind transformer neural networks, one step at a time!!!
23:43
The matrix math behind transformer neural networks, one step at a time!!!

StatQuest with Josh Starmer
The StatQuest Introduction to PyTorch
23:22
The StatQuest Introduction to PyTorch

StatQuest with Josh Starmer
Introduction to Coding Neural Networks with PyTorch and Lightning
20:43
Introduction to Coding Neural Networks with PyTorch and Lightning

StatQuest with Josh Starmer
Long Short-Term Memory with PyTorch + Lightning
33:24
Long Short-Term Memory with PyTorch + Lightning

StatQuest with Josh Starmer
Word Embedding in PyTorch + Lightning
32:02
Word Embedding in PyTorch + Lightning