Udemy Deep Learning Advanced Natural Language Processing and RNNs 2025

Udemy Deep Learning Advanced Natural Language Processing and RNNs 2025

Name	Udemy - Deep Learning Advanced Natural Language Processing and RNNs (4.2025)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.0 GB
Total Files	134
Last Seen	2025-07-19 00:26
Hash	438B3FD1F3C5473BDE89359C5F0BE535932BF5D4

/01. Welcome/
1. Introduction.mp4	4.0 MB
1. Introduction.vtt	4.0 KB
2. Outline.mp4	4.9 MB
2. Outline.vtt	6.3 KB
3. Github-Link.txt	0.1 KB
3. Where to get the code.mp4	11.7 MB
3. Where to get the code.vtt	6.9 KB
4. How to Succeed in this Course.mp4	9.4 MB
4. How to Succeed in this Course.vtt	4.7 KB
/02. Recurrent Neural Networks, Convolutional Neural Networks, and Word Embeddings/
1. Review Section Introduction.mp4	14.2 MB
1. Review Section Introduction.vtt	6.3 KB
10. GRUs and LSTMs.mp4	35.1 MB
10. GRUs and LSTMs.vtt	14.6 KB
11. Different Types of RNN Tasks.mp4	38.2 MB
11. Different Types of RNN Tasks.vtt	16.3 KB
12. A Simple RNN Experiment.mp4	45.3 MB
12. A Simple RNN Experiment.vtt	7.9 KB
13. RNN Code.mp4	37.1 MB
13. RNN Code.vtt	4.4 KB
14. Review Section Summary.mp4	10.8 MB
14. Review Section Summary.vtt	6.9 KB
15. Suggestion Box.mp4	41.8 MB
15. Suggestion Box.vtt	4.9 KB
2. How to Open Files for Windows Users.mp4	8.9 MB
2. How to Open Files for Windows Users.vtt	3.5 KB
3. What is a word embedding.mp4	43.3 MB
3. What is a word embedding.vtt	20.5 KB
4. Using word embeddings.mp4	11.5 MB
4. Using word embeddings.vtt	6.6 KB
5. What is a CNN.mp4	47.4 MB
5. What is a CNN.vtt	18.7 KB
6. Where to get the data.mp4	21.3 MB
6. Where to get the data.vtt	7.0 KB
7. CNN Code (part 1).mp4	180.5 MB
7. CNN Code (part 1).vtt	21.5 KB
8. CNN Code (part 2).mp4	47.2 MB
8. CNN Code (part 2).vtt	8.4 KB
9. What is an RNN.mp4	39.2 MB
9. What is an RNN.vtt	18.1 KB
/03. Bidirectional RNNs/
1. Bidirectional RNNs Motivation.mp4	22.0 MB
1. Bidirectional RNNs Motivation.vtt	11.5 KB
2. Bidirectional RNN Experiment.mp4	38.9 MB
2. Bidirectional RNN Experiment.vtt	6.3 KB
3. Bidirectional RNN Code.mp4	16.0 MB
3. Bidirectional RNN Code.vtt	2.9 KB
4. Image Classification with Bidirectional RNNs.mp4	34.0 MB
4. Image Classification with Bidirectional RNNs.vtt	8.2 KB
5. Image Classification Code.mp4	39.1 MB
5. Image Classification Code.vtt	7.3 KB
6. Bidirectional RNNs Section Summary.mp4	7.7 MB
6. Bidirectional RNNs Section Summary.vtt	3.3 KB
/04. Sequence-to-sequence models (Seq2Seq)/
1. Seq2Seq Theory.mp4	18.4 MB
1. Seq2Seq Theory.vtt	9.8 KB
2. Seq2Seq Applications.mp4	9.3 MB
2. Seq2Seq Applications.vtt	4.7 KB
3. Decoding in Detail and Teacher Forcing.mp4	20.9 MB
3. Decoding in Detail and Teacher Forcing.vtt	9.1 KB
4. Poetry Revisited.mp4	7.4 MB
4. Poetry Revisited.vtt	4.4 KB
5. Poetry Revisited Code 1.mp4	101.0 MB
5. Poetry Revisited Code 1.vtt	11.4 KB
6. Poetry Revisited Code 2.mp4	52.5 MB
6. Poetry Revisited Code 2.vtt	9.2 KB
7. Seq2Seq in Code 1.mp4	101.5 MB
7. Seq2Seq in Code 1.vtt	10.1 KB
8. Seq2Seq in Code 2.mp4	38.9 MB
8. Seq2Seq in Code 2.vtt	6.5 KB
9. Seq2Seq Section Summary.mp4	8.1 MB
9. Seq2Seq Section Summary.vtt	4.0 KB
/05. Attention/
1. Attention Section Introduction.mp4	4.9 MB
1. Attention Section Introduction.vtt	3.3 KB
2. Attention Theory.mp4	36.1 MB
2. Attention Theory.vtt	25.3 KB
3. Teacher Forcing.mp4	4.3 MB
3. Teacher Forcing.vtt	2.8 KB
4. Helpful Implementation Details.mp4	24.1 MB
4. Helpful Implementation Details.vtt	16.1 KB
5. Attention Code 1.mp4	121.2 MB
5. Attention Code 1.vtt	12.3 KB
6. Attention Code 2.mp4	49.5 MB
6. Attention Code 2.vtt	4.5 KB
7. Visualizing Attention.mp4	7.6 MB
7. Visualizing Attention.vtt	3.3 KB
8. Building a Chatbot without any more Code.mp4	81.8 MB
8. Building a Chatbot without any more Code.vtt	12.3 KB
9. Attention Section Summary.mp4	9.3 MB
9. Attention Section Summary.vtt	4.7 KB
/06. Memory Networks/
1. Memory Networks Section Introduction.mp4	27.0 MB
1. Memory Networks Section Introduction.vtt	13.8 KB
2. Memory Networks Theory.mp4	17.8 MB
2. Memory Networks Theory.vtt	13.3 KB
3. Memory Networks Code 1.mp4	96.8 MB
3. Memory Networks Code 1.vtt	10.3 KB
4. Memory Networks Code 2.mp4	64.8 MB
4. Memory Networks Code 2.vtt	6.3 KB
5. Memory Networks Code 3.mp4	44.2 MB
5. Memory Networks Code 3.vtt	7.4 KB
6. Memory Networks Section Summary.mp4	9.3 MB
6. Memory Networks Section Summary.vtt	5.3 KB
/07. Keras and Tensorflow 2 Basics/
1. (Review) Keras Discussion.mp4	16.0 MB
1. (Review) Keras Discussion.vtt	10.2 KB
2. (Review) Keras Neural Network in Code.mp4	51.6 MB
2. (Review) Keras Neural Network in Code.vtt	8.0 KB
3. (Review) Keras Functional API.mp4	30.6 MB
3. (Review) Keras Functional API.vtt	5.5 KB
4. (Review) How to easily convert Keras into Tensorflow 2.0 code.mp4	6.5 MB
4. (Review) How to easily convert Keras into Tensorflow 2.0 code.vtt	2.3 KB
/08. Course Conclusion/
1. What to Learn Next.mp4	14.1 MB
/09. Setting Up Your Environment (FAQ by Student Request)/
1. Pre-Installation Check.mp4	13.7 MB
1. Pre-Installation Check.vtt	6.6 KB
2. Anaconda Environment Setup.mp4	334.9 MB
2. Anaconda Environment Setup.vtt	20.6 KB
3. How to How to install Numpy, Theano, Tensorflow, etc.mp4	105.1 MB
3. How to How to install Numpy, Theano, Tensorflow, etc.vtt	15.1 KB
/10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/
1. How to Code by Yourself (part 1).mp4	98.1 MB
1. How to Code by Yourself (part 1).vtt	23.6 KB
2. How to Code by Yourself (part 2).mp4	30.7 MB
2. How to Code by Yourself (part 2).vtt	14.5 KB
3. Proof that using Jupyter Notebook is the same as not using it.mp4	113.8 MB
3. Proof that using Jupyter Notebook is the same as not using it.vtt	14.5 KB
4. Python 2 vs Python 3.mp4	10.9 MB
4. Python 2 vs Python 3.vtt	6.4 KB
/11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/
1. How to Succeed in this Course (Long Version).mp4	24.8 MB
1. How to Succeed in this Course (Long Version).vtt	15.7 KB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	63.1 MB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt	33.8 KB
3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4	141.4 MB
3. Machine Learning and AI Prerequisite Roadmap (pt 1).vtt	18.0 KB
4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4	143.0 MB
4. Machine Learning and AI Prerequisite Roadmap (pt 2).vtt	24.9 KB
/12. Appendix FAQ Finale/
1. What is the Appendix.mp4	9.3 MB
1. What is the Appendix.vtt	4.1 KB
2. BONUS.mp4	32.5 MB
2. BONUS.vtt	7.2 KB
Total files 134