Modules / Lectures
Module NameDownload

Sl.No Chapter Name English
1L1-IntroductionDownload
Verified
2L2-Stages of NLPDownload
Verified
3L3-Stages of NLP Continue…Download
Verified
4L4-Two approaches to NLPDownload
Verified
5L5-Sequence Labelling and Noisy ChannelDownload
Verified
6L6-Noisy Channel: Argmax Based ComputationDownload
Verified
7L7-Argmax Based ComputationDownload
Verified
8L8-Noisy Channel Application to NLPDownload
Verified
9L9-Brief on Probabilistic Parsing & Start of Part of Speech TaggingDownload
Verified
10L10-Part of Speech TaggingDownload
Verified
11L11-Part of Speech Tagging counted…Download
Verified
12L12-Part of Speech Tagging counted… & Indian Language in Focus; Morphology AnalysisDownload
Verified
13L13-PoS Tagging contd… , Indian Language Consideration; Accuracy MeasureDownload
Verified
14L14-PoS Tagging; Fundamental Principle; Why Challenging; accuracyDownload
Verified
15L15-PoS Tagging; Accuracy Measurement; Word categoriesDownload
Verified
16L16-AI and Probability; HMMDownload
Verified
17L17-HMMDownload
Verified
18L18-HMM, Viterbi, Forward Backward AlgorithmDownload
Verified
19L19-HMM, Viterbi, Forward Backward Algorithm Contd..Download
Verified
20L20-HMM, Forward Backward Algorithms, Baum Welch AlgorithmDownload
Verified
21L21-HMM, Forward Backward Algorithms, Baum Welch Algorithm Contd...Download
Verified
22L22-Natural Language Processing and Informational RetrievalDownload
Verified
23L23-CLIA; IR BasicsDownload
Verified
24L24-IR Models: Boolean VectorDownload
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25L25-IR Models: NLP and IR RelationshipDownload
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26L26-NLP and IR: How NLP has used IR, Toward Latent SemanticDownload
Verified
27L27-Least Square Method; Recap of PCA; Towards Latent Semantic Indexing(LSI)Download
Verified
28L28-PCA; SVD; Towards Latent Semantic Indexing(LSI)Download
Verified
29L29-Wordnet and Word Sense Disambiguation Download
Verified
30L30-Wordnet and Word Sense Disambiguation(contd…) Download
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31L31-Wordnet; Metonymy and Word Sense DisambiguationDownload
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32L32-Word Sense DisambiguationDownload
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33L33-Word Sense Disambiguation; Overlap Based Method; Supervised MethodDownload
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34L34-Word Sense Disambiguation: Supervised and Unsupervised methodsDownload
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35L35-Word Sense Disambiguation: Semi - Supervised and Unsupervised method; resource - constrained WSDDownload
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36L36-Resource Constrained WSD; ParsingDownload
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37L37-ParsingDownload
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38L38-Parsing AlgorithmDownload
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39L39-Parsing Ambiguous Sentences; Probabilistic ParsingDownload
Verified
40L40-Probabilistic Parsing AlgorithmsDownload
Verified


Sl.No Language Book link
1EnglishNot Available
2BengaliNot Available
3GujaratiNot Available
4HindiNot Available
5KannadaNot Available
6MalayalamNot Available
7MarathiNot Available
8TamilNot Available
9TeluguNot Available