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Machine Learning Notes

Embeddings

Machine Learning Notes

ML Notes
Fundamentals
Fundamentals
Natural Language Processing (NLP)
Weight Initializers
Optimizers
Optimizers
- Adam
- SGD
Regularization
Convolution
Max Pooling
Batch Norm
RNN
LSTM
Tokenization
Tokenization
Models
Models
- RCNN
- Faster RCNN
- FCOS
- Resnet
- VGG
Papers
Papers

Table of contents

Overview
Bag of Words (BoW)
Representation Models
- Word2Vec
- GloVe
- FastText
Language Models
- BERT
- ELMo

Embeddings

Overview

Bag of Words (BoW)

Representation Models

Word2Vec

GloVe

FastText

Language Models

BERT

ELMo

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