Practical Natural Language Processing Go from Zero to Hero | 31ADBB1C292F6943D3E14B9C7A1EE06690A21A24

Practical Natural Language Processing Go from Zero to Hero

Name	Practical Natural Language Processing Go from Zero to Hero	DOWNLOAD Copy Link
Total Size	8.5 GB
Total Files	206
Last Seen	2024-12-24 00:22
Hash	31ADBB1C292F6943D3E14B9C7A1EE06690A21A24

/4 - Word Embeddings/
25 - Skip Gram Hands On Deep Dive.mp4	234.7 MB
26 - PNLP-S03V11-CBOW-Implementation-with-gensim.ipynb	183.3 KB
25 - PNLP-S03V10-Skipgram-Implementation-with-gensim.ipynb	147.9 KB
22 - PNLP-S03V07-Hands-on-Word-Embedding-Model-Pretrained.ipynb	34.7 KB
22 - Hands On Word Embeddings Usage of Pretrained models.mp4	197.5 MB
27 - Hyperparameters Negative Sampling and Sub Sampling.mp4	139.5 MB
29 - Bonus How does a Network is trained Backpropagation.mp4	118.0 MB
21 - Intuition of Vector Representation.mp4	103.0 MB
24 - Skip Gram Model Architecture.mp4	97.9 MB
20 - Introduction to Word Embeddings.mp4	81.1 MB
26 - CBOW Model Architecture Hands On.mp4	49.5 MB
23 - Skipgram Word Embeddings Understanding Data Preperation.mp4	46.4 MB
28 - Practical Difference between CBOW and Skipgram.mp4	35.2 MB
30 - Section Summary.mp4	4.0 MB
/
TutsNode.net.txt	0.1 KB
[TGx]Downloaded from torrentgalaxy.to .txt	0.6 KB
/.../1 - Introduction to Natural Language Processing/
1 - Knowledge Test of Basics.html	0.0 KB
1 - Why NLP and how its different from Normal ML.mp4	87.9 MB
2 - Understanding Human Language.mp4	87.4 MB
3 - Challenges of NLP.mp4	38.4 MB
4 - Summary.mp4	5.3 MB
/.../3 - NLP Text Vectorization/
15 - PNLP-S03V01-One-Hot-Encoding-Demo.ipynb	7.3 KB
19 - PNLP-S03V05-TF-IDF-Hands-On.ipynb	51.0 KB
17 - PNLP-S03V03-BOW-Hands-On.ipynb	43.0 KB
19 - TFIDF Hands On.mp4	139.8 MB
18 - TFIDF.mp4	101.8 MB
17 - BoW Hands On.mp4	99.2 MB
15 - Vector Representation of Text One Hot Encoding.mp4	97.7 MB
16 - Understanding BoW Technique.mp4	65.3 MB
/.../9 - Project Build Chatbot using RASA/
57 - Project Files for RASA.html	0.1 KB
64 - Building the chatbot Extract Entity working with Slots.mp4	194.6 MB
66 - Working with Action File Demo.mp4	194.2 MB
57 - rasa-demo.zip	176.5 MB
63 - Building the chatbot Add intents and Response.mp4	155.5 MB
69 - RASA Pipeline file.mp4	130.0 MB
72 - Slack Settings for Connection to RASA Chatbot.mp4	125.5 MB
59 - Installation of RASA.mp4	115.0 MB
67 - Building Custom Action File.mp4	97.9 MB
62 - Basics of YAML.mp4	94.2 MB
68 - Test the Action Server.mp4	87.2 MB
60 - RASA project Structure.mp4	85.4 MB
65 - Create API Key from NyTimes.mp4	55.4 MB
61 - RASA Files.mp4	47.2 MB
71 - Run Ngork on RASA Chatbot with Actions.mp4	43.8 MB
73 - Practice Project Concert Chatbot Summary.mp4	42.7 MB
58 - Introduction to RASA Chatbot.mp4	29.8 MB
70 - RASA Deployment Integration with RASA Chatbot Prerequisites.mp4	19.2 MB
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/.../7 - Chatbots Build with Google Cloud Service Dialogflow/
50 - Create Dialogflow chatbot.mp4	210.5 MB
48 - Basics of Dialogflow.mp4	149.0 MB
49 - Dialogflow system setup.mp4	128.5 MB
44 - Hands On Building a Simple FAQ Chatbot.mp4	95.1 MB
47 - Dialog flow Introduction.mp4	64.0 MB
53 - Dialogflow Miscellaneous Tools.mp4	57.5 MB
51 - Dialogflow Fulfilment.mp4	55.8 MB
42 - Understanding Chatbots.mp4	46.1 MB
45 - Types of Chatbot and Pipeline for Chatbot.mp4	39.7 MB
52 - Dialogflow IntegrationsDeployment.mp4	34.2 MB
43 - Building a Simple Chatbot.mp4	29.3 MB
46 - Terminologies in Chatbot.mp4	22.6 MB
/.../2 - Pipeline of NLP/
6 - PNLP-S02V02-bookscraper.zip	56.1 KB
11 - PNLP-S02V04-V07-NKTK-Hands-On.ipynb	28.4 KB
9 - PNLP-S02V04-V07-NKTK-Hands-On.ipynb	28.4 KB
10 - PNLP-S02V04-V07-NKTK-Hands-On.ipynb	28.4 KB
13 - PNLP-S02V09-Hands-On-Spacy.ipynb	19.8 KB
6 - Data Extraction and Text Cleaning hands On.mp4	195.0 MB
13 - Hands On Spacy.mp4	100.2 MB
11 - NER and Wordsense Disambiguation.mp4	94.4 MB
10 - Stemming Lemmatization.mp4	88.1 MB
5 - NLP Pipeline.mp4	75.8 MB
9 - POS Tagging Stop Words Removal.mp4	54.3 MB
7 - Introduction to NLTK library.mp4	40.0 MB
12 - Introduction to Spacy Library.mp4	33.7 MB
8 - Tokenization bigrams trigrams and N gram Hands on.mp4	19.4 MB
14 - Summary.mp4	7.0 MB
/.../15 - Section 14 Advanced NLP Models BERT/
96 - Working of BERT Language Model.mp4	202.3 MB
/.../11 - NLP Project Analyze Tweets from Twitter/
79 - Hands On Implementation of Project.mp4	195.5 MB
78 - Introduction to Tweepy.mp4	104.5 MB
77 - Setting Up Twitter Developer Account.mp4	23.3 MB
76 - Importance of Social Media Platforms.mp4	16.4 MB
/.../13 - Working with Hugging Face Library/
93 - Text Classification with Feature Extraction.mp4	190.5 MB
90 - Text Classification with HuggingFace Transformers Data Loading.mp4	180.1 MB
89 - Working with Hugging Face Library Pipeline.mp4	152.0 MB
91 - Tokenization using Huggingface.mp4	122.7 MB
92 - Tokenization on Dataset.mp4	78.6 MB
94 - Finetuning on Transformers.mp4	61.5 MB
88 - Introduction to Hugging Face Library.mp4	42.2 MB
/.../8 - Deep Dive into the Dialog Systems Chatbot/
56 - Deep Learning based intent Classification.mp4	189.5 MB
54 - Deep Dive into the components of Dialog System.mp4	39.1 MB
55 - Dialog Intent Prediction.mp4	10.0 MB
/.../12 - Section 11 Introduction to Transformers/
81 - Feed Forward Neural Network and Challenges.mp4	159.8 MB
82 - RNN Recurrent Neural Networks.mp4	153.2 MB
84 - Attention Mechanism Attention is all you Need.mp4	134.1 MB
83 - LSTM Long Short Term Memory Networks.mp4	74.4 MB
85 - Transfer Learning.mp4	71.3 MB
80 - NLP Transformers Introduction.mp4	47.9 MB
87 - Additional Video on Transformers.mp4	43.2 MB
86 - Transformer Architecture Overview.mp4	40.3 MB
/.../10 - Text Summarization/
75 - Hands On Text Summarization.mp4	135.2 MB
74 - Text Summarization Introduction.mp4	10.9 MB
/14 - ChatGPT3/
95 - Working with ChatGPT3.mp4	122.5 MB
/.../5 - End to End Pipeline for Text Classification/
34 - Exploratory Data Analysis Text Preprocessing.mp4	79.6 MB
37 - Application of Model.mp4	77.2 MB
36 - Remove Stop Words with Stemming Lemmatisation.mp4	76.9 MB
31 - General Pipeline for Classification.mp4	75.2 MB
39 - Challenges of NLP Ngrams.mp4	65.8 MB
32 - Approaches to Classification.mp4	65.3 MB
35 - Remove Low Frequency Words.mp4	49.4 MB
33 - Loading the Dataset.mp4	37.5 MB
38 - TfIDF Approach.mp4	33.1 MB
/6 - Information Extraction/
40 - Introduction to NER.mp4	64.6 MB
41 - Understanding CRF Introduction.mp4	50.7 MB
Total files 206