Udemy - Deep Learning: Recurrent Neural Networks in Python

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[DesireCourse.Com] Udemy - Deep Learning Recurrent Neural Networks in Python 01 Introduction and Outline
  • 001 Outline of this Course.mp4 (4.9 MB)
  • 002 Review of Important Deep Learning Concepts.mp4 (5.7 MB)
  • 003 Where to get the Code and Data.mp4 (3.1 MB)
  • 004 How to Succeed in this Course.mp4 (9.5 MB)
02 The Simple Recurrent Unit
  • 005 Architecture of a Recurrent Unit.mp4 (7.7 MB)
  • 006 Prediction and Relationship to Markov Models.mp4 (9.0 MB)
  • 007 Unfolding a Recurrent Network.mp4 (3.2 MB)
  • 008 Backpropagation Through Time BPTT.mp4 (7.1 MB)
  • 009 The Parity Problem - XOR on Steroids.mp4 (7.8 MB)
  • 010 The Parity Problem in Code using a Feedforward ANN.mp4 (38.3 MB)
  • 011 Theano Scan Tutorial.mp4 (23.8 MB)
  • 012 The Parity Problem in Code using a Recurrent Neural Network.mp4 (37.5 MB)
  • 013 On Adding Complexity.mp4 (2.4 MB)
03 Recurrent Neural Networks for NLP
  • 014 Word Embeddings and Recurrent Neural Networks.mp4 (8.7 MB)
  • 015 Word Analogies with Word Embeddings.mp4 (4.2 MB)
  • 016 Representing a sequence of words as a sequence of word embeddings.mp4 (5.4 MB)
  • 017 Generating Poetry.mp4 (7.5 MB)
  • 018 Generating Poetry in Code part 1.mp4 (52.4 MB)
  • 019 Generating Poetry in Code part 2.mp4 (13.6 MB)
  • 020 Classifying Poetry.mp4 (6.3 MB)
  • 021 Classifying Poetry in Code.mp4 (45.9 MB)
04 Advanced RNN Units
  • 022 Rated RNN Unit.mp4 (6.0 MB)
  • 023 RRNN in Code - Revisiting Poetry Generation.mp4 (25.4 MB)
  • 024 Gated Recurrent Unit GRU.mp4 (9.0 MB)
  • 025 GRU in Code.mp4 (15.1 MB)
  • 026 Long Short-Term Memory LSTM.mp4 (7.6 MB)
  • 027 LSTM in Code.mp4 (19.4 MB)
  • 028 Learning from Wikipedia Data.mp4 (12.7 MB)
  • 029 Alternative to Wikipedia Data Brown Corpus.mp4 (12.5 MB)
  • 030 Learning from Wikipedia Data in Code part 1.mp4 (48.7 MB)
  • 031 Learning from Wikipedia Data in Code part 2.mp4 (25.6 MB)
  • 032 Visualizing the Word Embeddings.mp4 (23.5 MB)
05 Batch Training
  • 033 Batch Training for Simple RNN.mp4 (16.6 MB)
06 TensorFlow
  • 034 Simple RNN in TensorFlow.mp4 (12.0 MB)
07 Appendix
  • 035 How to install wp2txt or WikiExtractor.py.mp4 (3.8 MB)
  • 036 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 (43.9 MB)
  • 037 How to Code by Yourself part 1.mp4 (24.5 MB)
  • 038 How to Code by Yourself part 2.mp4 (14.8 MB)
  • 039 BONUS Where to get Udemy coupons and FREE deep learning material.mp4 (4.0 MB)
  • [DesireCourse.Com].txt (0.7 KB)
  • [DesireCourse.Com].url (0.0 KB)

Description

Deep Learning: Recurrent Neural Networks in Python

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

For More Courses Visit: https://desirecourse.com



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Udemy - Deep Learning: Recurrent Neural Networks in Python

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Download torrent
629.2 MB
seeders:20
leechers:5
Udemy - Deep Learning: Recurrent Neural Networks in Python

Torrent hash: AC245FA404C67F4C67E3769E399C90C51396E280