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[FreeCourseLab.com] Udemy - Deep Learning and NLP A-Z™ How to create a ChatBot

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File Name
Size
1. Welcome to the course!/1. Get Excited!.mp4
14 MB
1. Welcome to the course!/1. Get Excited!.vtt
6.7 kB
1. Welcome to the course!/2. Applications.mp4
9.7 MB
1. Welcome to the course!/2. Applications.vtt
6.9 kB
1. Welcome to the course!/3. BONUS Learning Paths.html
1.9 kB
1. Welcome to the course!/4. Some Additional Resources!!.html
644 B
1. Welcome to the course!/5. This PDF resource will help you a lot!.html
773 B
1. Welcome to the course!/5.1 NLP (2).pdf.pdf
1.0 MB
10. Annex 1 Artificial Neural Networks/1. Plan of Attack.mp4
4.8 MB
10. Annex 1 Artificial Neural Networks/1. Plan of Attack.vtt
3.5 kB
10. Annex 1 Artificial Neural Networks/2. The Neuron.mp4
30 MB
10. Annex 1 Artificial Neural Networks/2. The Neuron.vtt
22 kB
10. Annex 1 Artificial Neural Networks/3. The Activation Function.mp4
15 MB
10. Annex 1 Artificial Neural Networks/3. The Activation Function.vtt
11 kB
10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.mp4
24 MB
10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.vtt
17 kB
10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.mp4
27 MB
10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.vtt
16 kB
10. Annex 1 Artificial Neural Networks/6. Gradient Descent.mp4
18 MB
10. Annex 1 Artificial Neural Networks/6. Gradient Descent.vtt
12 kB
10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.mp4
17 MB
10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.vtt
11 kB
10. Annex 1 Artificial Neural Networks/8. Backpropagation.mp4
11 MB
10. Annex 1 Artificial Neural Networks/8. Backpropagation.vtt
6.3 kB
11. Annex 2 Recurrent Neural Networks/1. Plan of Attack.mp4
4.2 MB
11. Annex 2 Recurrent Neural Networks/1. Plan of Attack.vtt
3.1 kB
11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.mp4
37 MB
11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.vtt
21 kB
11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.mp4
29 MB
11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.vtt
18 kB
11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.mp4
46 MB
11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.vtt
25 kB
11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.mp4
53 MB
11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.vtt
18 kB
11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.mp4
7.3 MB
11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.vtt
4.3 kB
2. Deep NLP Intuition/1. What You'll Need For This Module.html
449 B
2. Deep NLP Intuition/10. Seq2Seq Training.mp4
23 MB
2. Deep NLP Intuition/10. Seq2Seq Training.vtt
12 kB
2. Deep NLP Intuition/11. Beam Search Decoding.mp4
18 MB
2. Deep NLP Intuition/11. Beam Search Decoding.vtt
11 kB
2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).mp4
31 MB
2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).vtt
18 kB
2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).mp4
20 MB
2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).vtt
12 kB
2. Deep NLP Intuition/2. Updates on Udemy Reviews.mp4
46 MB
2. Deep NLP Intuition/2. Updates on Udemy Reviews.vtt
2.9 kB
2. Deep NLP Intuition/3. Plan of Attack.mp4
7.0 MB
2. Deep NLP Intuition/3. Plan of Attack.vtt
4.8 kB
2. Deep NLP Intuition/4. Types of Natural Language Processing.mp4
7.8 MB
2. Deep NLP Intuition/4. Types of Natural Language Processing.vtt
4.7 kB
2. Deep NLP Intuition/5. Classical vs Deep Learning Models.mp4
23 MB
2. Deep NLP Intuition/5. Classical vs Deep Learning Models.vtt
13 kB
2. Deep NLP Intuition/6. End-to-end Deep Learning Models.mp4
30 MB
2. Deep NLP Intuition/6. End-to-end Deep Learning Models.vtt
18 kB
2. Deep NLP Intuition/7. Bag-of-words model.mp4
34 MB
2. Deep NLP Intuition/7. Bag-of-words model.vtt
21 kB
2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).mp4
24 MB
2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).vtt
14 kB
2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).mp4
23 MB
2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).vtt
13 kB
3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.mp4
8.8 MB
3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.vtt
6.4 kB
3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.mp4
22 MB
3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.vtt
13 kB
3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.mp4
18 MB
3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.vtt
9.6 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.mp4
8.1 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.vtt
8 B
4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.mp4
28 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.vtt
13 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.mp4
16 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.vtt
8.2 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.mp4
12 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.vtt
6.1 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.mp4
13 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.vtt
6.3 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.mp4
21 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.vtt
11 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.mp4
44 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.vtt
17 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/16. Checkpoint!.html
4.8 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.mp4
4.4 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.vtt
3.2 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.mp4
12 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.vtt
6.4 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.mp4
18 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.vtt
10 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.mp4
25 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.vtt
12 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.mp4
20 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.vtt
12 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.mp4
22 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.vtt
10 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.mp4
16 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.vtt
6.9 kB
4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.mp4
16 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.vtt
7.7 kB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html
456 B
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/10. Checkpoint!.html
14 kB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.mp4
8.2 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.vtt
8 B
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.mp4
19 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.vtt
10 kB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.mp4
34 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.vtt
17 kB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.mp4
38 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.vtt
18 kB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.mp4
55 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.vtt
23 kB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.mp4
54 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.vtt
21 kB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.mp4
50 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.vtt
22 kB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.mp4
35 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.vtt
22 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html
457 B
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/10. ChatBot - Step 32.mp4
23 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/10. ChatBot - Step 32.vtt
11 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/11. ChatBot - Step 33.mp4
31 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/11. ChatBot - Step 33.vtt
15 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/12. ChatBot - Step 34.mp4
20 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/12. ChatBot - Step 34.vtt
8.9 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/13. ChatBot - Step 35.mp4
54 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/13. ChatBot - Step 35.vtt
22 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/14. ChatBot - Step 36.mp4
25 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/14. ChatBot - Step 36.vtt
8.5 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/15. Checkpoint!.html
22 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.mp4
8.2 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.vtt
8 B
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.mp4
26 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.vtt
13 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.mp4
3.6 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.vtt
2.3 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.mp4
7.0 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.vtt
2.2 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.mp4
13 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.vtt
4.1 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 29.mp4
6.1 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 29.vtt
3.3 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 30.mp4
15 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 30.vtt
8.6 kB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 31.mp4
24 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 31.vtt
15 kB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html
457 B
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 4 - Testing the Seq2Seq Model.mp4
6.2 MB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 4 - Testing the Seq2Seq Model.vtt
8 B
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 37.mp4
10 MB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 37.vtt
5.7 kB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 38.mp4
6.1 MB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 38.vtt
3.9 kB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 39.mp4
34 MB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 39.vtt
17 kB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 40.html
29 kB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/7. Checkpoint!.html
24 kB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/8. Training the ChatBot on Google Colab with GPU.html
3.1 kB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/8.1 Seq2Seq - Colab.zip.zip
6.1 kB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/1. ChatBot - Step 41 Improving & Tuning the ChatBot.html
1.4 kB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/1.1 seq2seq-chatbot-master.zip.zip
1.1 GB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2. ChatBot - Step 42 Introduction to a new model & setup.mp4
36 MB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2. ChatBot - Step 42 Introduction to a new model & setup.vtt
3.9 kB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2.1 seq2seq-chatbot-master.zip.zip
1.1 GB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 43 Chatbot model discussion.mp4
99 MB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 43 Chatbot model discussion.vtt
11 kB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 44 Tensorboard.mp4
60 MB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 44 Tensorboard.vtt
5.2 kB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 45 Run the new chatbot model.mp4
35 MB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 45 Run the new chatbot model.vtt
5.1 kB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5.1 seq2seq-chatbot-master.zip.zip
1.1 GB
9. Other ChatBot Implementations/1. What You'll Need For This Module.html
457 B
9. Other ChatBot Implementations/2. The Best ChatBot.mp4
39 MB
9. Other ChatBot Implementations/2. The Best ChatBot.vtt
20 kB
9. Other ChatBot Implementations/2.1 The Best ChatBot.zip.zip
798 MB
9. Other ChatBot Implementations/3. A ChatBot Implementation in TensorFlow 1.4.html
344 B
9. Other ChatBot Implementations/3.1 TensorFlow1.4.zip.zip
9.1 MB
9. Other ChatBot Implementations/4. A ChatBot Implementation in PyTorch.html
496 B
9. Other ChatBot Implementations/4.1 PyTorch.zip.zip
1.3 MB
9. Other ChatBot Implementations/5. THANK YOU bonus video.mp4
52 MB
9. Other ChatBot Implementations/5. THANK YOU bonus video.vtt
2.0 kB
[FreeCourseLab.com].url
126 B