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Practical Natural Language Processing Go from Zero to Hero
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[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero (Size: 7.91 GB) (Files: 206)
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero
4 - Word Embeddings
25 - Skip Gram Hands On Deep Dive.mp4
26 - PNLP-S03V11-CBOW-Implementation-with-gensim.ipynb
25 - PNLP-S03V10-Skipgram-Implementation-with-gensim.ipynb
22 - PNLP-S03V07-Hands-on-Word-Embedding-Model-Pretrained.ipynb
22 - Hands On Word Embeddings Usage of Pretrained models.mp4
27 - Hyperparameters Negative Sampling and Sub Sampling.mp4
29 - Bonus How does a Network is trained Backpropagation.mp4
21 - Intuition of Vector Representation.mp4
24 - Skip Gram Model Architecture.mp4
20 - Introduction to Word Embeddings.mp4
26 - CBOW Model Architecture Hands On.mp4
23 - Skipgram Word Embeddings Understanding Data Preperation.mp4
28 - Practical Difference between CBOW and Skipgram.mp4
30 - Section Summary.mp4
1 - Introduction to Natural Language Processing
1 - Knowledge Test of Basics.html
1 - Why NLP and how its different from Normal ML.mp4
2 - Understanding Human Language.mp4
3 - Challenges of NLP.mp4
4 - Summary.mp4
3 - NLP Text Vectorization
15 - PNLP-S03V01-One-Hot-Encoding-Demo.ipynb
19 - PNLP-S03V05-TF-IDF-Hands-On.ipynb
17 - PNLP-S03V03-BOW-Hands-On.ipynb
19 - TFIDF Hands On.mp4
18 - TFIDF.mp4
17 - BoW Hands On.mp4
15 - Vector Representation of Text One Hot Encoding.mp4
16 - Understanding BoW Technique.mp4
9 - Project Build Chatbot using RASA
57 - Project Files for RASA.html
64 - Building the chatbot Extract Entity working with Slots.mp4
66 - Working with Action File Demo.mp4
57 - rasa-demo.zip
63 - Building the chatbot Add intents and Response.mp4
69 - RASA Pipeline file.mp4
72 - Slack Settings for Connection to RASA Chatbot.mp4
59 - Installation of RASA.mp4
67 - Building Custom Action File.mp4
62 - Basics of YAML.mp4
68 - Test the Action Server.mp4
60 - RASA project Structure.mp4
65 - Create API Key from NyTimes.mp4
61 - RASA Files.mp4
71 - Run Ngork on RASA Chatbot with Actions.mp4
73 - Practice Project Concert Chatbot Summary.mp4
58 - Introduction to RASA Chatbot.mp4
70 - RASA Deployment Integration with RASA Chatbot Prerequisites.mp4
7 - Chatbots Build with Google Cloud Service Dialogflow
50 - Create Dialogflow chatbot.mp4
48 - Basics of Dialogflow.mp4
49 - Dialogflow system setup.mp4
44 - Hands On Building a Simple FAQ Chatbot.mp4
47 - Dialog flow Introduction.mp4
53 - Dialogflow Miscellaneous Tools.mp4
51 - Dialogflow Fulfilment.mp4
42 - Understanding Chatbots.mp4
45 - Types of Chatbot and Pipeline for Chatbot.mp4
52 - Dialogflow IntegrationsDeployment.mp4
43 - Building a Simple Chatbot.mp4
46 - Terminologies in Chatbot.mp4
2 - Pipeline of NLP
6 - PNLP-S02V02-bookscraper.zip
11 - PNLP-S02V04-V07-NKTK-Hands-On.ipynb
9 - PNLP-S02V04-V07-NKTK-Hands-On.ipynb
10 - PNLP-S02V04-V07-NKTK-Hands-On.ipynb
13 - PNLP-S02V09-Hands-On-Spacy.ipynb
6 - Data Extraction and Text Cleaning hands On.mp4
13 - Hands On Spacy.mp4
11 - NER and Wordsense Disambiguation.mp4
10 - Stemming Lemmatization.mp4
5 - NLP Pipeline.mp4
9 - POS Tagging Stop Words Removal.mp4
7 - Introduction to NLTK library.mp4
12 - Introduction to Spacy Library.mp4
8 - Tokenization bigrams trigrams and N gram Hands on.mp4
14 - Summary.mp4
15 - Section 14 Advanced NLP Models BERT
96 - Working of BERT Language Model.mp4
11 - NLP Project Analyze Tweets from Twitter
79 - Hands On Implementation of Project.mp4
78 - Introduction to Tweepy.mp4
77 - Setting Up Twitter Developer Account.mp4
76 - Importance of Social Media Platforms.mp4
13 - Working with Hugging Face Library
93 - Text Classification with Feature Extraction.mp4
90 - Text Classification with HuggingFace Transformers Data Loading.mp4
89 - Working with Hugging Face Library Pipeline.mp4
91 - Tokenization using Huggingface.mp4
92 - Tokenization on Dataset.mp4
94 - Finetuning on Transformers.mp4
88 - Introduction to Hugging Face Library.mp4
8 - Deep Dive into the Dialog Systems Chatbot
56 - Deep Learning based intent Classification.mp4
54 - Deep Dive into the components of Dialog System.mp4
55 - Dialog Intent Prediction.mp4
12 - Section 11 Introduction to Transformers
81 - Feed Forward Neural Network and Challenges.mp4
82 - RNN Recurrent Neural Networks.mp4
84 - Attention Mechanism Attention is all you Need.mp4
83 - LSTM Long Short Term Memory Networks.mp4
85 - Transfer Learning.mp4
80 - NLP Transformers Introduction.mp4
87 - Additional Video on Transformers.mp4
86 - Transformer Architecture Overview.mp4
10 - Text Summarization
75 - Hands On Text Summarization.mp4
74 - Text Summarization Introduction.mp4
14 - ChatGPT3
95 - Working with ChatGPT3.mp4
5 - End to End Pipeline for Text Classification
34 - Exploratory Data Analysis Text Preprocessing.mp4
37 - Application of Model.mp4
36 - Remove Stop Words with Stemming Lemmatisation.mp4
31 - General Pipeline for Classification.mp4
39 - Challenges of NLP Ngrams.mp4
32 - Approaches to Classification.mp4
35 - Remove Low Frequency Words.mp4
33 - Loading the Dataset.mp4
38 - TfIDF Approach.mp4
6 - Information Extraction
40 - Introduction to NER.mp4
41 - Understanding CRF Introduction.mp4
TutsNode.net.txt
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