FreeCourseSite com Udemy Deep Learning Recurrent Neural Networks in Python

FreeCourseSite com Udemy Deep Learning Recurrent Neural Networks in Python

Name	[FreeCourseSite.com] Udemy - Deep Learning Recurrent Neural Networks in Python	DOWNLOAD Copy Link
Total Size	1.5 GB
Total Files	107
Hash	3768070508770C2E300B9625E4E11103262A8D4A

/1. Introduction and Outline/
1. Outline of this Course.mp4	5.2 MB
1. Outline of this Course.vtt	4.4 KB
2. Review of Important Deep Learning Concepts.mp4	6.0 MB
2. Review of Important Deep Learning Concepts.vtt	4.7 KB
3. Where to get the Code and Data.mp4	3.3 MB
3. Where to get the Code and Data.vtt	2.4 KB
4. How to Succeed in this Course.mp4	3.5 MB
4. How to Succeed in this Course.vtt	3.8 KB
/2. The Simple Recurrent Unit/
1. Architecture of a Recurrent Unit.mp4	8.1 MB
1. Architecture of a Recurrent Unit.vtt	6.1 KB
2. Prediction and Relationship to Markov Models.mp4	9.4 MB
2. Prediction and Relationship to Markov Models.vtt	7.0 KB
3. Unfolding a Recurrent Network.mp4	3.4 MB
3. Unfolding a Recurrent Network.vtt	2.4 KB
4. Backpropagation Through Time (BPTT).mp4	7.5 MB
4. Backpropagation Through Time (BPTT).vtt	5.7 KB
5. The Parity Problem - XOR on Steroids.mp4	8.2 MB
5. The Parity Problem - XOR on Steroids.vtt	5.7 KB
6. The Parity Problem in Code using a Feedforward ANN.mp4	40.2 MB
6. The Parity Problem in Code using a Feedforward ANN.vtt	10.6 KB
7. Theano Scan Tutorial.mp4	24.9 MB
7. Theano Scan Tutorial.vtt	11.5 KB
8. The Parity Problem in Code using a Recurrent Neural Network.mp4	39.3 MB
8. The Parity Problem in Code using a Recurrent Neural Network.vtt	11.2 KB
9. On Adding Complexity.mp4	2.5 MB
9. On Adding Complexity.vtt	1.6 KB
/3. Recurrent Neural Networks for NLP/
1. Word Embeddings and Recurrent Neural Networks.mp4	9.1 MB
1. Word Embeddings and Recurrent Neural Networks.vtt	6.8 KB
2. Word Analogies with Word Embeddings.mp4	4.4 MB
2. Word Analogies with Word Embeddings.vtt	3.3 KB
3. Representing a sequence of words as a sequence of word embeddings.mp4	5.7 MB
3. Representing a sequence of words as a sequence of word embeddings.vtt	4.0 KB
4. Generating Poetry.mp4	7.9 MB
4. Generating Poetry.vtt	5.5 KB
5. Generating Poetry in Code (part 1).mp4	55.0 MB
5. Generating Poetry in Code (part 1).vtt	13.3 KB
6. Generating Poetry in Code (part 2).mp4	14.2 MB
6. Generating Poetry in Code (part 2).vtt	2.9 KB
7. Classifying Poetry.mp4	6.6 MB
7. Classifying Poetry.vtt	4.4 KB
8. Classifying Poetry in Code.mp4	48.1 MB
8. Classifying Poetry in Code.vtt	11.3 KB
/4. Advanced RNN Units/
1. Rated RNN Unit.mp4	6.3 MB
1. Rated RNN Unit.vtt	4.7 KB
10. Learning from Wikipedia Data in Code (part 2).mp4	26.9 MB
10. Learning from Wikipedia Data in Code (part 2).vtt	5.7 KB
11. Visualizing the Word Embeddings.mp4	24.6 MB
11. Visualizing the Word Embeddings.vtt	9.2 KB
2. RRNN in Code - Revisiting Poetry Generation.mp4	26.6 MB
2. RRNN in Code - Revisiting Poetry Generation.vtt	5.7 KB
3. Gated Recurrent Unit (GRU).mp4	9.5 MB
3. Gated Recurrent Unit (GRU).vtt	6.6 KB
4. GRU in Code.mp4	15.8 MB
4. GRU in Code.vtt	3.8 KB
5. Long Short-Term Memory (LSTM).mp4	8.0 MB
5. Long Short-Term Memory (LSTM).vtt	5.3 KB
6. LSTM in Code.mp4	20.3 MB
6. LSTM in Code.vtt	5.4 KB
7. Learning from Wikipedia Data.mp4	13.4 MB
7. Learning from Wikipedia Data.vtt	8.8 KB
8. Alternative to Wikipedia Data Brown Corpus.mp4	13.1 MB
8. Alternative to Wikipedia Data Brown Corpus.vtt	8.0 KB
9. Learning from Wikipedia Data in Code (part 1).mp4	51.1 MB
9. Learning from Wikipedia Data in Code (part 1).vtt	13.7 KB
/5. Batch Training/
1. Batch Training for Simple RNN.mp4	17.4 MB
1. Batch Training for Simple RNN.vtt	12.7 KB
/6. TensorFlow/
1. Simple RNN in TensorFlow.mp4	12.6 MB
1. Simple RNN in TensorFlow.vtt	10.3 KB
/7. Basics Review/
1. (Review) Theano Basics.mp4	98.0 MB
1. (Review) Theano Basics.vtt	7.0 KB
2. (Review) Theano Neural Network in Code.mp4	91.3 MB
2. (Review) Theano Neural Network in Code.vtt	3.8 KB
3. (Review) Tensorflow Basics.mp4	85.4 MB
3. (Review) Tensorflow Basics.vtt	5.7 KB
4. (Review) Tensorflow Neural Network in Code.mp4	102.1 MB
4. (Review) Tensorflow Neural Network in Code.vtt	5.3 KB
/8. Appendix/
1. What is the Appendix.mp4	5.7 MB
1. What is the Appendix.vtt	3.5 KB
10. BONUS Where to get Udemy coupons and FREE deep learning material.mp4	4.2 MB
10. BONUS Where to get Udemy coupons and FREE deep learning material.vtt	3.2 KB
11. Python 2 vs Python 3.mp4	8.2 MB
11. Python 2 vs Python 3.vtt	5.9 KB
12. Is Theano Dead.mp4	18.7 MB
12. Is Theano Dead.vtt	12.4 KB
13. What order should I take your courses in (part 1).mp4	30.8 MB
13. What order should I take your courses in (part 1).vtt	15.6 KB
14. What order should I take your courses in (part 2).mp4	39.4 MB
14. What order should I take your courses in (part 2).vtt	22.9 KB
2. How to install wp2txt or WikiExtractor.py.mp4	4.0 MB
2. How to install wp2txt or WikiExtractor.py.vtt	3.2 KB
3. Windows-Focused Environment Setup 2018.mp4	195.5 MB
3. Windows-Focused Environment Setup 2018.vtt	19.4 KB
4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	46.1 MB
4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt	13.8 KB
5. How to Code by Yourself (part 1).mp4	25.7 MB
5. How to Code by Yourself (part 1).vtt	21.8 KB
6. How to Code by Yourself (part 2).mp4	15.5 MB
6. How to Code by Yourself (part 2).vtt	12.6 KB
7. How to Succeed in this Course (Long Version).mp4	13.6 MB
7. How to Succeed in this Course (Long Version).vtt	13.8 KB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	40.8 MB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt	30.5 KB
9. Proof that using Jupyter Notebook is the same as not using it.mp4	82.1 MB
9. Proof that using Jupyter Notebook is the same as not using it.vtt	13.5 KB
/
[CourseClub.NET].url	0.1 KB
[FCS Forum].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
Total files 107