I’m Abdulsalam Bande, a computer scientist. This channel explains machine learning concepts in PyTorch, with a focus on covering PyTorch’s built-in functions and practical implementations.
For any collaborations, you can reach me at: annual03froze [at] icloud.com.

Reinforcement Learning: Optimal Policies and Optimal Value Functions
8:58
Reinforcement Learning: Optimal Policies and Optimal Value Functions
Reinforcement Learning: Markov Decision Processes (MDPs) and Policies
11:55
Reinforcement Learning: Markov Decision Processes (MDPs) and Policies
Reinforcement Learning: The Bellman Equation
14:19
Reinforcement Learning: The Bellman Equation
Reinforcement Learning: Markov Reward Process and Value Functions
27:37
Reinforcement Learning: Markov Reward Process and Value Functions
Reinforcement Learning: Markov Chains
10:14
Reinforcement Learning: Markov Chains
Reinforcement Learning: The Decision Learning Problem
9:48
Reinforcement Learning: The Decision Learning Problem
Reinforcement Learning: Introduction
3:22
Reinforcement Learning: Introduction
torch.nn.LayerNorm Explained
9:38
torch.nn.LayerNorm Explained
torch.nn.BatchNorm2d Explained
12:33
torch.nn.BatchNorm2d Explained
torch.distributions.poisson.Poisson - Poisson Distribution Guided Synthetic Data Generation
10:38
torch.distributions.poisson.Poisson - Poisson Distribution Guided Synthetic Data Generation
GPT: A Technical Training Unveiled #7 - Final Linear Layer and Softmax
11:02
GPT: A Technical Training Unveiled #7 - Final Linear Layer and Softmax
GPT: A Technical Training Unveiled #6 - Block Two of Transform Decoder
10:57
GPT: A Technical Training Unveiled #6 - Block Two of Transform Decoder
GPT: A Technical Training Unveiled #5 - Feedforward, Add & Norm
6:07
GPT: A Technical Training Unveiled #5 - Feedforward, Add & Norm
GPT: A Technical Training Unveiled #4 - Masked Multihead Attention
15:38
GPT: A Technical Training Unveiled #4 - Masked Multihead Attention
GPT: A Technical Training Unveiled #3 - Embedding and Positional Encoding
8:27
GPT: A Technical Training Unveiled #3 - Embedding and Positional Encoding
GPT: A Technical Training Unveiled #2 - Tokenization
10:18
GPT: A Technical Training Unveiled #2 - Tokenization
GPT: A Technical Training Unveiled #1 - Introduction
3:17
GPT: A Technical Training Unveiled #1 - Introduction
torch.nn.TransformerDecoderLayer - Part 4 - Multiple Linear Layers and Normalization
4:52
torch.nn.TransformerDecoderLayer - Part 4 - Multiple Linear Layers and Normalization
torch.nn.TransformerDecoderLayer - Part 2 - Embedding, First Multi-Head attention and Normalization
9:29
torch.nn.TransformerDecoderLayer - Part 2 - Embedding, First Multi-Head attention and Normalization
torch.nn.TransformerDecoderLayer - Part 3 -Multi-Head attention and Normalization
9:32
torch.nn.TransformerDecoderLayer - Part 3 -Multi-Head attention and Normalization
nn.TransformerDecoderLayer - Overview
7:32
nn.TransformerDecoderLayer - Overview
torch.nn.Embedding - How embedding weights are updated in Backpropagation
17:28
torch.nn.Embedding - How embedding weights are updated in Backpropagation
Pytorch Backpropagation with Example 03 - Gradient Descent
8:37
Pytorch Backpropagation with Example 03 - Gradient Descent
Pytorch Backpropagation With Example 02 - Backpropagation
18:47
Pytorch Backpropagation With Example 02 - Backpropagation
Pytorch Backpropagation With Example 01 - Forward-propagation
10:05
Pytorch Backpropagation With Example 01 - Forward-propagation
torch.nn.ConvTranspose2d Explained
14:32
torch.nn.ConvTranspose2d Explained
torch.nn.CosineSimilarity explained and announcement!
8:40
torch.nn.CosineSimilarity explained and announcement!
torch.nn.TransformerEncoderLayer - Part 5 - Transformer Encoder Second Layer Normalization
5:12
torch.nn.TransformerEncoderLayer - Part 5 - Transformer Encoder Second Layer Normalization
torch.nn.TransformerEncoderLayer - Part 4 - Transformer Encoder Fully Connected Layers
6:07
torch.nn.TransformerEncoderLayer - Part 4 - Transformer Encoder Fully Connected Layers
torch.nn.TransformerEncoderLayer - Part 3 - Transformer Layer Normalization
5:42
torch.nn.TransformerEncoderLayer - Part 3 - Transformer Layer Normalization