|
Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
|
| [TGx]Downloaded from torrentgalaxy.to .txt |
585B |
| 0 |
9.89KB |
| 1 |
3.89KB |
| 10 |
229.88KB |
| 10 - PNLP-S02V04-V07-NKTK-Hands-On.ipynb |
27.76KB |
| 10 - Stemming Lemmatization.mp4 |
84.04MB |
| 11 |
645.48KB |
| 11 - NER and Wordsense Disambiguation.mp4 |
90.06MB |
| 11 - PNLP-S02V04-V07-NKTK-Hands-On.ipynb |
27.76KB |
| 12 |
604.70KB |
| 12 - Introduction to Spacy Library.mp4 |
32.16MB |
| 13 |
717.25KB |
| 13 - Hands On Spacy.mp4 |
95.57MB |
| 13 - PNLP-S02V09-Hands-On-Spacy.ipynb |
19.32KB |
| 14 |
909.09KB |
| 14 - Summary.mp4 |
6.64MB |
| 15 |
23.22KB |
| 15 - PNLP-S03V01-One-Hot-Encoding-Demo.ipynb |
7.11KB |
| 15 - Vector Representation of Text One Hot Encoding.mp4 |
93.21MB |
| 16 |
944.55KB |
| 16 - Understanding BoW Technique.mp4 |
62.25MB |
| 17 |
656.53KB |
| 17 - BoW Hands On.mp4 |
94.57MB |
| 17 - PNLP-S03V03-BOW-Hands-On.ipynb |
42.02KB |
| 18 |
974.12KB |
| 18 - TFIDF.mp4 |
97.10MB |
| 19 |
107.92KB |
| 19 - PNLP-S03V05-TF-IDF-Hands-On.ipynb |
49.78KB |
| 19 - TFIDF Hands On.mp4 |
133.36MB |
| 1 - Knowledge Test of Basics.html |
31B |
| 1 - Why NLP and how its different from Normal ML.mp4 |
83.87MB |
| 2 |
17.33KB |
| 20 |
97.20KB |
| 20 - Introduction to Word Embeddings.mp4 |
77.37MB |
| 21 |
23.14KB |
| 21 - Intuition of Vector Representation.mp4 |
98.21MB |
| 22 |
508.03KB |
| 22 - Hands On Word Embeddings Usage of Pretrained models.mp4 |
188.39MB |
| 22 - PNLP-S03V07-Hands-on-Word-Embedding-Model-Pretrained.ipynb |
33.87KB |
| 23 |
364.02KB |
| 23 - Skipgram Word Embeddings Understanding Data Preperation.mp4 |
44.21MB |
| 24 |
981.50KB |
| 24 - Skip Gram Model Architecture.mp4 |
93.33MB |
| 25 |
227.61KB |
| 25 - PNLP-S03V10-Skipgram-Implementation-with-gensim.ipynb |
144.39KB |
| 25 - Skip Gram Hands On Deep Dive.mp4 |
223.81MB |
| 26 |
453.68KB |
| 26 - CBOW Model Architecture Hands On.mp4 |
47.18MB |
| 26 - PNLP-S03V11-CBOW-Implementation-with-gensim.ipynb |
179.04KB |
| 27 |
291.44KB |
| 27 - Hyperparameters Negative Sampling and Sub Sampling.mp4 |
133.05MB |
| 28 |
308.45KB |
| 28 - Practical Difference between CBOW and Skipgram.mp4 |
33.60MB |
| 29 |
811.46KB |
| 29 - Bonus How does a Network is trained Backpropagation.mp4 |
112.56MB |
| 2 - Understanding Human Language.mp4 |
83.39MB |
| 3 |
551.17KB |
| 30 |
920.08KB |
| 30 - Section Summary.mp4 |
3.86MB |
| 31 |
443.40KB |
| 31 - General Pipeline for Classification.mp4 |
71.74MB |
| 32 |
435.76KB |
| 32 - Approaches to Classification.mp4 |
62.25MB |
| 33 |
687.74KB |
| 33 - Loading the Dataset.mp4 |
35.77MB |
| 34 |
690.90KB |
| 34 - Exploratory Data Analysis Text Preprocessing.mp4 |
75.93MB |
| 35 |
805.52KB |
| 35 - Remove Low Frequency Words.mp4 |
47.10MB |
| 36 |
306.85KB |
| 36 - Remove Stop Words with Stemming Lemmatisation.mp4 |
73.32MB |
| 37 |
961.13KB |
| 37 - Application of Model.mp4 |
73.59MB |
| 38 |
185.56KB |
| 38 - TfIDF Approach.mp4 |
31.59MB |
| 39 |
988.08KB |
| 39 - Challenges of NLP Ngrams.mp4 |
62.77MB |
| 3 - Challenges of NLP.mp4 |
36.66MB |
| 4 |
585.18KB |
| 40 |
136.84KB |
| 40 - Introduction to NER.mp4 |
61.62MB |
| 41 |
622.31KB |
| 41 - Understanding CRF Introduction.mp4 |
48.38MB |
| 42 |
821.95KB |
| 42 - Understanding Chatbots.mp4 |
43.95MB |
| 43 |
593.46KB |
| 43 - Building a Simple Chatbot.mp4 |
27.95MB |
| 44 |
642.82KB |
| 44 - Hands On Building a Simple FAQ Chatbot.mp4 |
90.70MB |
| 45 |
70.52KB |
| 45 - Types of Chatbot and Pipeline for Chatbot.mp4 |
37.82MB |
| 46 |
50.31KB |
| 46 - Terminologies in Chatbot.mp4 |
21.54MB |
| 47 |
420.84KB |
| 47 - Dialog flow Introduction.mp4 |
61.05MB |
| 48 |
697.97KB |
| 48 - Basics of Dialogflow.mp4 |
142.08MB |
| 49 |
759.93KB |
| 49 - Dialogflow system setup.mp4 |
122.50MB |
| 4 - Summary.mp4 |
5.07MB |
| 5 |
37.51KB |
| 50 |
262.57KB |
| 50 - Create Dialogflow chatbot.mp4 |
200.72MB |
| 51 |
90.46KB |
| 51 - Dialogflow Fulfilment.mp4 |
53.19MB |
| 52 |
1006.65KB |
| 52 - Dialogflow IntegrationsDeployment.mp4 |
32.58MB |
| 53 |
234.30KB |
| 53 - Dialogflow Miscellaneous Tools.mp4 |
54.81MB |
| 54 |
763.69KB |
| 54 - Deep Dive into the components of Dialog System.mp4 |
37.31MB |
| 55 |
770.66KB |
| 55 - Dialog Intent Prediction.mp4 |
9.56MB |
| 56 |
386.24KB |
| 56 - Deep Learning based intent Classification.mp4 |
180.72MB |
| 57 |
975.15KB |
| 57 - Project Files for RASA.html |
78B |
| 57 - rasa-demo.zip |
168.37MB |
| 58 |
323.29KB |
| 58 - Introduction to RASA Chatbot.mp4 |
28.46MB |
| 59 |
197.75KB |
| 59 - Installation of RASA.mp4 |
109.72MB |
| 5 - NLP Pipeline.mp4 |
72.26MB |
| 6 |
445.26KB |
| 60 |
826.49KB |
| 60 - RASA project Structure.mp4 |
81.42MB |
| 61 |
190.64KB |
| 61 - RASA Files.mp4 |
44.99MB |
| 62 |
227.51KB |
| 62 - Basics of YAML.mp4 |
89.82MB |
| 63 |
636.99KB |
| 63 - Building the chatbot Add intents and Response.mp4 |
148.30MB |
| 64 |
841.32KB |
| 64 - Building the chatbot Extract Entity working with Slots.mp4 |
185.57MB |
| 65 |
921.52KB |
| 65 - Create API Key from NyTimes.mp4 |
52.81MB |
| 66 |
317.74KB |
| 66 - Working with Action File Demo.mp4 |
185.19MB |
| 67 |
7.94KB |
| 67 - Building Custom Action File.mp4 |
93.33MB |
| 68 |
807.31KB |
| 68 - Test the Action Server.mp4 |
83.20MB |
| 69 |
54.61KB |
| 69 - RASA Pipeline file.mp4 |
123.98MB |
| 6 - Data Extraction and Text Cleaning hands On.mp4 |
185.96MB |
| 6 - PNLP-S02V02-bookscraper.zip |
54.82KB |
| 7 |
834.55KB |
| 70 |
212.26KB |
| 70 - RASA Deployment Integration with RASA Chatbot Prerequisites.mp4 |
18.36MB |
| 71 |
848.28KB |
| 71 - Run Ngork on RASA Chatbot with Actions.mp4 |
41.79MB |
| 72 |
277.89KB |
| 72 - Slack Settings for Connection to RASA Chatbot.mp4 |
119.64MB |
| 73 |
726.62KB |
| 73 - Practice Project Concert Chatbot Summary.mp4 |
40.73MB |
| 74 |
584.66KB |
| 74 - Text Summarization Introduction.mp4 |
10.37MB |
| 75 |
838.32KB |
| 75 - Hands On Text Summarization.mp4 |
128.89MB |
| 76 |
187.01KB |
| 76 - Importance of Social Media Platforms.mp4 |
15.67MB |
| 77 |
705.51KB |
| 77 - Setting Up Twitter Developer Account.mp4 |
22.21MB |
| 78 |
351.16KB |
| 78 - Introduction to Tweepy.mp4 |
99.70MB |
| 79 |
238.87KB |
| 79 - Hands On Implementation of Project.mp4 |
186.43MB |
| 7 - Introduction to NLTK library.mp4 |
38.18MB |
| 8 |
357.90KB |
| 80 |
407.55KB |
| 80 - NLP Transformers Introduction.mp4 |
45.69MB |
| 81 |
432.84KB |
| 81 - Feed Forward Neural Network and Challenges.mp4 |
152.41MB |
| 82 |
859.90KB |
| 82 - RNN Recurrent Neural Networks.mp4 |
146.11MB |
| 83 |
419.50KB |
| 83 - LSTM Long Short Term Memory Networks.mp4 |
70.91MB |
| 84 |
554.56KB |
| 84 - Attention Mechanism Attention is all you Need.mp4 |
127.91MB |
| 85 |
52.44KB |
| 85 - Transfer Learning.mp4 |
68.02MB |
| 86 |
811.48KB |
| 86 - Transformer Architecture Overview.mp4 |
38.43MB |
| 87 |
467.30KB |
| 87 - Additional Video on Transformers.mp4 |
41.17MB |
| 88 |
489.47KB |
| 88 - Introduction to Hugging Face Library.mp4 |
40.29MB |
| 89 |
658.77KB |
| 89 - Working with Hugging Face Library Pipeline.mp4 |
144.98MB |
| 8 - Tokenization bigrams trigrams and N gram Hands on.mp4 |
18.52MB |
| 9 |
284.49KB |
| 90 |
334.39KB |
| 90 - Text Classification with HuggingFace Transformers Data Loading.mp4 |
171.78MB |
| 91 |
643.14KB |
| 91 - Tokenization using Huggingface.mp4 |
117.04MB |
| 92 |
452.61KB |
| 92 - Tokenization on Dataset.mp4 |
74.95MB |
| 93 |
367.13KB |
| 93 - Text Classification with Feature Extraction.mp4 |
181.65MB |
| 94 |
950.36KB |
| 94 - Finetuning on Transformers.mp4 |
58.68MB |
| 95 - Working with ChatGPT3.mp4 |
116.78MB |
| 96 - Working of BERT Language Model.mp4 |
192.91MB |
| 9 - PNLP-S02V04-V07-NKTK-Hands-On.ipynb |
27.76KB |
| 9 - POS Tagging Stop Words Removal.mp4 |
51.78MB |
| TutsNode.net.txt |
63B |