Udemy Generative AI Natural Language Processing Bootcamp

Files Included :

1 - Why NLP and how its different from Normal ML.mp4 (83.87 MB)
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2 - Understanding Human Language.mp4 (83.39 MB)
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3 - Challenges of NLP.mp4 (36.66 MB)
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4 - Summary.mp4 (5.07 MB)
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74 - Text Summarization Introduction.mp4 (10.37 MB)
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75 - Hands On Text Summarization.mp4 (128.89 MB)
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76 - Importance of Social Media Platforms.mp4 (15.67 MB)
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77 - Setting Up Twitter Developer Account.mp4 (22.21 MB)
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78 - Introduction to Tweepy.mp4 (99.7 MB)
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79 - Hands On Implementation of Project.mp4 (186.43 MB)
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80 - NLP Transformers Introduction.mp4 (45.69 MB)
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81 - Feed Forward Neural Network and Challenges.mp4 (152.41 MB)
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82 - RNN Recurrent Neural Networks.mp4 (146.11 MB)
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83 - LSTM Long Short Term Memory Networks.mp4 (70.91 MB)
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84 - Attention Mechanism Attention is all you Need.mp4 (127.91 MB)
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85 - Transfer Learning.mp4 (68.02 MB)
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86 - Transformer Architecture Overview.mp4 (38.43 MB)
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87 - Additional Video on Transformers.mp4 (41.17 MB)
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88 - Introduction to Hugging Face Library.mp4 (40.29 MB)
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89 - Working with Hugging Face Library Pipeline.mp4 (144.98 MB)
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90 - Text Classification with HuggingFace Transformers Data Loading.mp4 (171.78 MB)
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91 - Tokenization using Huggingface.mp4 (117.04 MB)
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92 - Tokenization on Dataset.mp4 (74.95 MB)
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93 - Text Classification with Feature Extraction.mp4 (181.65 MB)
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94 - Finetuning on Transformers.mp4 (58.68 MB)
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95 - Working with ChatGPT3.mp4 (116.78 MB)
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96 - Working of BERT Language Model.mp4 (192.91 MB)
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10 - Stemming Lemmatization.mp4 (84.04 MB)
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11 - NER and Wordsense Disambiguation.mp4 (90.06 MB)
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12 - Introduction to Spacy Library.mp4 (32.16 MB)
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13 - Hands On Spacy.mp4 (95.57 MB)
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14 - Summary.mp4 (6.64 MB)
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5 - NLP Pipeline.mp4 (72.26 MB)
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6 - Data Extraction and Text Cleaning hands On.mp4 (185.96 MB)
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6 - PNLP-S02V02-bookscraper.zip (54.82 KB)
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7 - Introduction to NLTK library.mp4 (38.18 MB)
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8 - Tokenization bigrams trigrams and N gram Hands on.mp4 (18.52 MB)
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9 - POS Tagging Stop Words Removal.mp4 (51.78 MB)
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15 - Vector Representation of Text One Hot Encoding.mp4 (93.21 MB)
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16 - Understanding BoW Technique.mp4 (62.25 MB)
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17 - BoW Hands On.mp4 (94.57 MB)
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18 - TFIDF.mp4 (97.1 MB)
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19 - TFIDF Hands On.mp4 (133.36 MB)
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20 - Introduction to Word Embeddings.mp4 (77.37 MB)
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21 - Intuition of Vector Representation.mp4 (98.21 MB)
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22 - Hands On Word Embeddings Usage of Pretrained models.mp4 (188.39 MB)
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23 - Skipgram Word Embeddings Understanding Data Preperation.mp4 (44.21 MB)
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24 - Skip Gram Model Architecture.mp4 (93.33 MB)
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25 - Skip Gram Hands On Deep Dive.mp4 (223.81 MB)
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26 - CBOW Model Architecture Hands On.mp4 (47.18 MB)
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27 - Hyperparameters Negative Sampling and Sub Sampling.mp4 (133.05 MB)
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28 - Practical Difference between CBOW and Skipgram.mp4 (33.6 MB)
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29 - Bonus How does a Network is trained Backpropagation.mp4 (112.56 MB)
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30 - Section Summary.mp4 (3.86 MB)
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31 - General Pipeline for Classification.mp4 (71.74 MB)
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32 - Approaches to Classification.mp4 (62.25 MB)
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33 - Loading the Dataset.mp4 (35.77 MB)
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34 - Exploratory Data Analysis Text Preprocessing.mp4 (75.93 MB)
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35 - Remove Low Frequency Words.mp4 (47.1 MB)
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36 - Remove Stop Words with Stemming Lemmatisation.mp4 (73.32 MB)
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37 - Application of Model.mp4 (73.59 MB)
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38 - TfIDF Approach.mp4 (31.59 MB)
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39 - Challenges of NLP Ngrams.mp4 (62.77 MB)
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40 - Introduction to NER.mp4 (61.62 MB)
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41 - Understanding CRF Introduction.mp4 (48.38 MB)
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42 - Understanding Chatbots.mp4 (43.95 MB)
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43 - Building a Simple Chatbot.mp4 (27.95 MB)
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44 - Hands On Building a Simple FAQ Chatbot.mp4 (90.7 MB)
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45 - Types of Chatbot and Pipeline for Chatbot.mp4 (37.82 MB)
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46 - Terminologies in Chatbot.mp4 (21.54 MB)
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47 - Dialog flow Introduction.mp4 (61.05 MB)
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48 - Basics of Dialogflow.mp4 (142.08 MB)
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49 - Dialogflow system setup.mp4 (122.5 MB)
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50 - Create Dialogflow chatbot.mp4 (200.72 MB)
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51 - Dialogflow Fulfilment.mp4 (53.19 MB)
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52 - Dialogflow IntegrationsDeployment.mp4 (32.58 MB)
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53 - Dialogflow Miscellaneous Tools.mp4 (54.81 MB)
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54 - Deep Dive into the components of Dialog System.mp4 (37.31 MB)
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55 - Dialog Intent Prediction.mp4 (9.56 MB)
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56 - Deep Learning based intent Classification.mp4 (180.72 MB)
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57 - rasa-demo.zip (168.37 MB)
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58 - Introduction to RASA Chatbot.mp4 (28.46 MB)
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59 - Installation of RASA.mp4 (109.72 MB)
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60 - RASA project Structure.mp4 (81.42 MB)
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61 - RASA Files.mp4 (44.99 MB)
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62 - Basics of YAML.mp4 (89.82 MB)
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63 - Building the chatbot Add intents and Response.mp4 (148.3 MB)
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64 - Building the chatbot Extract Entity working with Slots.mp4 (185.57 MB)
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65 - Create API Key from NyTimes.mp4 (52.81 MB)
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66 - Working with Action File Demo.mp4 (185.19 MB)
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67 - Building Custom Action File.mp4 (93.33 MB)
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68 - Test the Action Server.mp4 (83.2 MB)
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69 - RASA Pipeline file.mp4 (123.98 MB)
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70 - RASA Deployment Integration with RASA Chatbot Prerequisites.mp4 (18.36 MB)
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71 - Run Ngork on RASA Chatbot with Actions.mp4 (41.79 MB)
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72 - Slack Settings for Connection to RASA Chatbot.mp4 (119.64 MB)
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73 - Practice Project Concert Chatbot Summary.mp4 (40.73 MB)
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