UdemyCourseDownloader Deep Learning and NLP How to create ChatBot

UdemyCourseDownloader Deep Learning and NLP How to create ChatBot

Name	[UdemyCourseDownloader] Deep Learning and NLP A-Z™ How to create a ChatBot	DOWNLOAD Copy Link
Total Size	6.4 GB
Total Files	174
Hash	EECEA0DF99241680B383BC0F758B5356511321B0

/08. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/
5.1 seq2seq-chatbot-master.zip.zip	1.2 GB
1. ChatBot - Step 41 Improving & Tuning the ChatBot.html	1.4 KB
1.1 seq2seq-chatbot-master.zip.zip	1.2 GB
2. ChatBot - Step 42 Introduction to a new model & setup.mp4	37.2 MB
2. ChatBot - Step 42 Introduction to a new model & setup.vtt	4.0 KB
2.1 seq2seq-chatbot-master.zip.zip	1.2 GB
3. ChatBot - Step 43 Chatbot model discussion.mp4	104.1 MB
3. ChatBot - Step 43 Chatbot model discussion.vtt	10.9 KB
4. ChatBot - Step 44 Tensorboard.mp4	62.8 MB
4. ChatBot - Step 44 Tensorboard.vtt	5.3 KB
5. ChatBot - Step 45 Run the new chatbot model.mp4	37.1 MB
5. ChatBot - Step 45 Run the new chatbot model.vtt	5.2 KB
/
udemycoursedownloader.com.url	0.1 KB
Udemy Course downloader.txt	0.1 KB
/01. Welcome to the course!/
1. Get Excited!.mp4	14.8 MB
1. Get Excited!.vtt	6.9 KB
2. Applications.mp4	10.2 MB
2. Applications.vtt	7.1 KB
3. Some Additional Resources!!.html	0.6 KB
/02. Deep NLP Intuition/
1. What You'll Need For This Module.html	0.4 KB
2. Updates on Udemy Reviews.mp4	48.4 MB
2. Updates on Udemy Reviews.vtt	3.0 KB
3. Plan of Attack.mp4	7.3 MB
3. Plan of Attack.vtt	4.9 KB
4. Types of Natural Language Processing.mp4	8.2 MB
4. Types of Natural Language Processing.vtt	4.8 KB
5. Classical vs Deep Learning Models.mp4	24.3 MB
5. Classical vs Deep Learning Models.vtt	13.5 KB
6. End-to-end Deep Learning Models.mp4	31.4 MB
6. End-to-end Deep Learning Models.vtt	18.5 KB
7. Bag-of-words model.mp4	35.7 MB
7. Bag-of-words model.vtt	21.5 KB
8. Seq2Seq Architecture (Part 1).mp4	25.1 MB
8. Seq2Seq Architecture (Part 1).vtt	14.4 KB
9. Seq2Seq Architecture (Part 2).mp4	24.3 MB
9. Seq2Seq Architecture (Part 2).vtt	13.7 KB
10. Seq2Seq Training.mp4	23.6 MB
10. Seq2Seq Training.vtt	12.6 KB
11. Beam Search Decoding.mp4	18.9 MB
11. Beam Search Decoding.vtt	11.2 KB
12. Attention Mechanisms (Part 1).mp4	32.3 MB
12. Attention Mechanisms (Part 1).vtt	18.8 KB
13. Attention Mechanisms (Part 2).mp4	21.3 MB
13. Attention Mechanisms (Part 2).vtt	11.8 KB
/03. Building a ChatBot with Deep NLP/
1. ChatBot - Step 1.mp4	9.3 MB
1. ChatBot - Step 1.vtt	6.5 KB
2. ChatBot - Step 2.mp4	23.4 MB
2. ChatBot - Step 2.vtt	13.4 KB
3. ChatBot - Step 3.mp4	19.0 MB
3. ChatBot - Step 3.vtt	9.8 KB
/04. ---------- PART 1 - DATA PREPROCESSING ----------/
1. Welcome to Part 1 - Data Preprocessing.mp4	8.5 MB
1. Welcome to Part 1 - Data Preprocessing.vtt	0.0 KB
2. ChatBot - Step 4.mp4	4.6 MB
2. ChatBot - Step 4.vtt	3.3 KB
3. ChatBot - Step 5.mp4	12.4 MB
3. ChatBot - Step 5.vtt	6.5 KB
4. ChatBot - Step 6.mp4	19.2 MB
4. ChatBot - Step 6.vtt	10.3 KB
5. ChatBot - Step 7.mp4	26.3 MB
5. ChatBot - Step 7.vtt	12.2 KB
6. ChatBot - Step 8.mp4	20.9 MB
6. ChatBot - Step 8.vtt	12.4 KB
7. ChatBot - Step 9.mp4	23.6 MB
7. ChatBot - Step 9.vtt	10.3 KB
8. ChatBot - Step 10.mp4	16.9 MB
8. ChatBot - Step 10.vtt	7.0 KB
9. ChatBot - Step 11.mp4	17.3 MB
9. ChatBot - Step 11.vtt	7.9 KB
10. ChatBot - Step 12.mp4	28.8 MB
10. ChatBot - Step 12.vtt	13.7 KB
11. ChatBot - Step 13.mp4	16.7 MB
11. ChatBot - Step 13.vtt	8.4 KB
12. ChatBot - Step 14.mp4	12.8 MB
12. ChatBot - Step 14.vtt	6.3 KB
13. ChatBot - Step 15.mp4	13.7 MB
13. ChatBot - Step 15.vtt	6.4 KB
14. ChatBot - Step 16.mp4	22.0 MB
14. ChatBot - Step 16.vtt	11.7 KB
15. ChatBot - Step 17.mp4	45.7 MB
15. ChatBot - Step 17.vtt	17.5 KB
16. Checkpoint!.html	4.9 KB
/05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/
1. What You'll Need For This Module.html	0.5 KB
2. Welcome to Part 2 - Building the Seq2Seq Model.mp4	8.5 MB
2. Welcome to Part 2 - Building the Seq2Seq Model.vtt	0.0 KB
3. ChatBot - Step 18.mp4	19.7 MB
3. ChatBot - Step 18.vtt	10.5 KB
4. ChatBot - Step 19.mp4	35.8 MB
4. ChatBot - Step 19.vtt	17.0 KB
5. ChatBot - Step 20.mp4	39.7 MB
5. ChatBot - Step 20.vtt	18.6 KB
6. ChatBot - Step 21.mp4	58.0 MB
6. ChatBot - Step 21.vtt	23.4 KB
7. ChatBot - Step 22.mp4	57.1 MB
7. ChatBot - Step 22.vtt	21.6 KB
8. ChatBot - Step 23.mp4	52.9 MB
8. ChatBot - Step 23.vtt	22.5 KB
9. ChatBot - Step 24.mp4	36.9 MB
9. ChatBot - Step 24.vtt	22.0 KB
10. Checkpoint!.html	14.6 KB
/06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/
1. What You'll Need For This Module.html	0.5 KB
2. Welcome to Part 3 - Training the Seq2Seq Model.mp4	8.5 MB
2. Welcome to Part 3 - Training the Seq2Seq Model.vtt	0.0 KB
3. ChatBot - Step 25.mp4	27.2 MB
3. ChatBot - Step 25.vtt	13.5 KB
4. ChatBot - Step 26.mp4	3.8 MB
4. ChatBot - Step 26.vtt	2.3 KB
5. ChatBot - Step 27.mp4	7.4 MB
5. ChatBot - Step 27.vtt	2.3 KB
6. ChatBot - Step 28.mp4	13.9 MB
6. ChatBot - Step 28.vtt	4.2 KB
7. ChatBot - Step 29.mp4	6.4 MB
7. ChatBot - Step 29.vtt	3.3 KB
8. ChatBot - Step 30.mp4	15.4 MB
8. ChatBot - Step 30.vtt	8.8 KB
9. ChatBot - Step 31.mp4	25.1 MB
9. ChatBot - Step 31.vtt	15.8 KB
10. ChatBot - Step 32.mp4	23.9 MB
10. ChatBot - Step 32.vtt	11.3 KB
11. ChatBot - Step 33.mp4	32.6 MB
11. ChatBot - Step 33.vtt	15.4 KB
12. ChatBot - Step 34.mp4	20.7 MB
12. ChatBot - Step 34.vtt	9.1 KB
13. ChatBot - Step 35.mp4	56.9 MB
13. ChatBot - Step 35.vtt	22.6 KB
14. ChatBot - Step 36.mp4	25.8 MB
14. ChatBot - Step 36.vtt	8.8 KB
15. Checkpoint!.html	22.9 KB
/07. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/
1. What You'll Need For This Module.html	0.5 KB
2. Welcome to Part 4 - Testing the Seq2Seq Model.mp4	6.5 MB
2. Welcome to Part 4 - Testing the Seq2Seq Model.vtt	0.0 KB
3. ChatBot - Step 37.mp4	11.0 MB
3. ChatBot - Step 37.vtt	5.9 KB
4. ChatBot - Step 38.mp4	6.4 MB
4. ChatBot - Step 38.vtt	4.0 KB
5. ChatBot - Step 39.mp4	36.0 MB
5. ChatBot - Step 39.vtt	17.3 KB
6. ChatBot - Step 40.html	29.4 KB
7. Checkpoint!.html	24.9 KB
/09. Other ChatBot Implementations/
1. What You'll Need For This Module.html	0.5 KB
2. The Best ChatBot.mp4	41.3 MB
2. The Best ChatBot.vtt	20.0 KB
2.1 The Best ChatBot.zip.zip	836.7 MB
3. A ChatBot Implementation in TensorFlow 1.4.html	0.3 KB
3.1 TensorFlow1.4.zip.zip	9.6 MB
4. A ChatBot Implementation in PyTorch.html	0.5 KB
4.1 PyTorch.zip.zip	1.3 MB
/10. Annex 1 Artificial Neural Networks/
1. Plan of Attack.mp4	5.0 MB
1. Plan of Attack.vtt	3.6 KB
2. The Neuron.mp4	31.0 MB
2. The Neuron.vtt	22.4 KB
3. The Activation Function.mp4	15.5 MB
3. The Activation Function.vtt	10.8 KB
4. How do Neural Networks work.mp4	24.7 MB
4. How do Neural Networks work.vtt	17.2 KB
5. How do Neural Networks learn.mp4	27.9 MB
5. How do Neural Networks learn.vtt	16.9 KB
6. Gradient Descent.mp4	19.4 MB
6. Gradient Descent.vtt	12.6 KB
7. Stochastic Gradient Descent.mp4	17.6 MB
7. Stochastic Gradient Descent.vtt	11.0 KB
8. Backpropagation.mp4	11.5 MB
8. Backpropagation.vtt	6.5 KB
/11. Annex 2 Recurrent Neural Networks/
1. Plan of Attack.mp4	4.4 MB
1. Plan of Attack.vtt	3.2 KB
2. What are Recurrent Neural Networks.mp4	39.2 MB
2. What are Recurrent Neural Networks.vtt	21.3 KB
3. Vanishing Gradient Problems for RNNs.mp4	30.4 MB
3. Vanishing Gradient Problems for RNNs.vtt	18.7 KB
4. Long Short Term Memory.mp4	48.2 MB
4. Long Short Term Memory.vtt	25.2 KB
5. Practical Intuition.mp4	55.4 MB
5. Practical Intuition.vtt	18.8 KB
6. Long Short Term Memory Variations.mp4	7.7 MB
6. Long Short Term Memory Variations.vtt	4.4 KB
Total files 174