Index

A

Activation function

B

Backward propagation
Bidirectional LSTM

C

Cloud storage
Continuous Bag of Words (CBOW)
Convolutional neural networks (CNN)
data
layers
convolution
flatten
fully connected
pooling
softmax
ReLU
Co-occurrence matrix
function, creation
generate
libraries importing
Cosine similarity
Count vectorizer

D

Data collection
HTML file
JSON file/object
PDF files
Twitter API
Word files
Data sources
Deep learning
CNN ( see Convolutional neural networks (CNN))
components of
IR ( see Information retrieval (IR))
next word prediction
data collection
data preparation
homepage
importing and installing
model building
process the data
random sequence
understanding/defining
recurrent neural networks (RNN)
BPTT
LSTM
text classification
data preparation
email classifier
model building ...

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