Udemy - Deep Learning: Recurrent Neural Networks in Python [FreeAllCourse] torrent

Deep Learning: Recurrent Neural Networks in Python



GRU, LSTM, + more modern deep learning, machine learning, and data science for sequences

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What you'll learn?

# Understand the simple recurrent unit (Elman unit)
# Understand the GRU (gated recurrent unit)
# Understand the LSTM (long short-term memory unit)
# Write various recurrent networks in Theano
# Understand backpropagation through time
# Understand how to mitigate the vanishing gradient problem
# Solve the XOR and parity problems using a recurrent neural network
# Use recurrent neural networks for language modeling
# Use RNNs for generating text, like poetry
# Visualize word embeddings and look for patterns in word vector representations

Description

Created by Lazy Programmer Inc.
Last updated 12/2019
Audio: English
Caption: English [Auto-generated]