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CodeEmporium

CodeEmporium

Mission: In the next 2 years, we aim to create comprehensive AI educational content to show you how fascinating the field is. In the process, I hope to make you a curious mind.

369 videos

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9:05

Bellman Equation - Explained!

8:04

How to solve problems with Reinforcement Learning | Markov Decision Process

10:33

Multi Armed Bandits - Reinforcement Learning Explained!

13:12

Elements of Reinforcement Learning

0:59

Decoder training with transformers

0:19

Feed forward networks in Transformers

0:41

What are self attention vectors?

49:14

ChatGPT: Zero to Hero

0:57

What is Positional Encoding in Transformer?

0:49

Transformers process data in parallel

1:00

What are LSTMs?

0:56

What are RNNs?

3:34:41

[ 100k Special ] Transformers: Zero to Hero

13:34

75 years of Language Models

11:44

Llama - EXPLAINED!

1:00

5 methods to convert language to vectors (part 2)

0:43

what are sentence transformers

0:58

5 methods to convert language to vectors

16:59

Sentence Embeddings - EXPLAINED!

0:47

What is dynamic convolution neural network

0:35

What network uses convolution?

0:47

What is word2vec?

0:50

What is BERT

19:05

Convolution in NLP

0:41

What is ELMo? #bert #chatgpt #deeplearning

13:20

Word2Vec, GloVe, FastText- EXPLAINED!

0:37

What is word2vec?

0:32

How computers understand language

0:45

ELMo vs BERT

10:06

Word Embeddings - EXPLAINED!

0:54

History of text summarization

15:59

NLP - EXPLAINED!

0:52

History of AI and speech processing

0:55

History of AI in Translation

0:58

5 tasks transformers can solve?

1:00

5 concepts in transformers (part 3)

7:09

The Origin of Language Models (like ChatGPT)

0:56

5 concepts in transformer neural networks part 2

0:58

5 concepts in transformer neural networks (Part 1)

17:50

Building a Translator with Transformers

0:45

n-gram models and why they are important

0:40

What was the first language model?

0:11

Playlist to Code Transformer Model

0:40

Code for transformer

7:06

The complete Transformer Neural Network Code in 300 lines!

0:50

ChatGPT history

0:54

Position Encoding in Transformer Neural Network

0:49

Why Minibatch Gradient Descent in Transformers?

1:00

Transformer training at a glance

27:53

The complete guide to Transformer neural Networks!

0:54

Different masks in the Transformer

0:34

How to feed language to transformer

19:12

Sentence Tokenization in Transformer Code from scratch!

39:54

Transformer Decoder coded from scratch

0:45

Cross Attention vs Self Attention

0:49

Decoder architecture in 60 seconds

25:59

Blowing up Transformer Decoder architecture

0:48

Multi Head Attention Code for Transformer Neural Networks

0:36

Why use PyTorch modules when coding neural networks?

0:34

Lets code the Transformer Encoder

49:54

Transformer Encoder in 100 lines of code!

0:46

Multi Head Architecture of Transformer Neural Network

0:59

How to process transformer input?

20:58

Blowing up the Transformer Encoder!

0:57

Coding Layer Normalization

0:50

Layer Normalization by hand

0:50

What are Residual Connections?

0:49

What is Layer Normalization?

13:34

Layer Normalization - EXPLAINED (in Transformer Neural Networks)

0:47

Coding Position Encoding in Transformer Neural Networks

0:55

Position Encoding Details in Transformer Neural Networks

0:51

Why Sine & Cosine for Transformer Neural Networks

0:49

What and Why Position Encoding in Transformer Neural Networks

11:54

Positional Encoding in Transformer Neural Networks Explained

0:46

Coding Multihead Attention for Transformer Neural Networks

0:57

Self Attention vs Multi-head self Attention

0:55

Evolution of Language Models

0:33

What is Mutli-Head Attention in Transformer Neural Networks?

15:59

Multi Head Attention in Transformer Neural Networks with Code!

0:58

Coding Self Attention in Transformer Neural Networks

1:00

Query, Key and Value vectors in Transformer Neural Networks

0:45

Why masked Self Attention in the Decoder but not the Encoder in Transformer Neural Network?

0:44

What is Self Attention in Transformer Neural Networks?

15:02

Self Attention in Transformer Neural Networks (with Code!)

0:58

Meta-Learning & GPT

1:00

GPT vs ChatGPT

0:59

GPT and Transfer Learning

0:56

#gpt in 60 seconds

9:11

GPT - Explained!

0:51

BERT Networks in 60 seconds

1:00

BERT vs GPT

0:53

Recurrent Neural Networks to Sentence Transformer

0:40

What is Attention in Neural Networks

16:58

What does GPT in ChatGPT do?

0:48

Why BERT and GPT over Transformers

1:00

Why Transformer over Recurrent Neural Networks

0:35

ChatGPT: Effects of Reinforcement Learning

0:36

ChatGPT vs Rewards Model

15:53

ChatGPT and Reinforcement Learning

0:31

What would ChatGPT need to replace google?