pgdai-nlpcv-cdac

NLP and Computer Vision programs of CDAC course PG-DAI. Programs by Tushar B. Kute.

Name		Name	Last commit message	Last commit date
01 Tokenization.ipynb		01 Tokenization.ipynb
02 Morphology.ipynb		02 Morphology.ipynb
03 POS Tagging.ipynb		03 POS Tagging.ipynb
04 Stopwords Removal.ipynb		04 Stopwords Removal.ipynb
05 Stemming.ipynb		05 Stemming.ipynb
06 Lemmatization.ipynb		06 Lemmatization.ipynb
07 Chuncking.ipynb		07 Chuncking.ipynb
08 Wordnet for Symantics.ipynb		08 Wordnet for Symantics.ipynb
09 Named Entity Recognition.ipynb		09 Named Entity Recognition.ipynb
10 Word Sense Disambiguition.ipynb		10 Word Sense Disambiguition.ipynb
11 Syntactic Parsing.ipynb		11 Syntactic Parsing.ipynb
12 Information Extraction using Web Scraping.ipynb		12 Information Extraction using Web Scraping.ipynb
13 Probability.ipynb		13 Probability.ipynb
14 Bag of Words.ipynb		14 Bag of Words.ipynb
15 N-grams.ipynb		15 N-grams.ipynb
16 TF*IDF Vectorizer.ipynb		16 TF*IDF Vectorizer.ipynb
17 NLP_NER_Tagging.ipynb		17 NLP_NER_Tagging.ipynb
17 TF*IDF Transformer.ipynb		17 TF*IDF Transformer.ipynb
18 Text Clustering.ipynb		18 Text Clustering.ipynb
19 Agglomerative Clustering.ipynb		19 Agglomerative Clustering.ipynb
20 Text Classification using SVM.ipynb		20 Text Classification using SVM.ipynb
21 Text Classification - Nearest Centroid.ipynb		21 Text Classification - Nearest Centroid.ipynb
24 Sequence Modelling using RNN LSTM.ipynb		24 Sequence Modelling using RNN LSTM.ipynb
25 Classification using Simple RNN.ipynb		25 Classification using Simple RNN.ipynb
28 Deployment using Desktop GUI.ipynb		28 Deployment using Desktop GUI.ipynb
33 Automatic Speech Recognition.ipynb		33 Automatic Speech Recognition.ipynb
34 Text to Speech.ipynb		34 Text to Speech.ipynb
35 Transliteration.ipynb		35 Transliteration.ipynb
36 Spell Checker.ipynb		36 Spell Checker.ipynb
37 Grammer Checker.ipynb		37 Grammer Checker.ipynb
38 Google Translate.ipynb		38 Google Translate.ipynb
README.md		README.md

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