Modules / Lectures
Module NameDownload

Sl.No Chapter Name English
1L1-IntroductionPDF unavailable
2L2-Stages of NLPPDF unavailable
3L3-Stages of NLP Continue…PDF unavailable
4L4-Two approaches to NLPPDF unavailable
5L5-Sequence Labelling and Noisy ChannelPDF unavailable
6L6-Noisy Channel: Argmax Based ComputationPDF unavailable
7L7-Argmax Based ComputationPDF unavailable
8L8-Noisy Channel Application to NLPPDF unavailable
9L9-Brief on Probabilistic Parsing & Start of Part of Speech TaggingPDF unavailable
10L10-Part of Speech TaggingPDF unavailable
11L11-Part of Speech Tagging counted…PDF unavailable
12L12-Part of Speech Tagging counted… & Indian Language in Focus; Morphology AnalysisPDF unavailable
13L13-PoS Tagging contd… , Indian Language Consideration; Accuracy MeasurePDF unavailable
14L14-PoS Tagging; Fundamental Principle; Why Challenging; accuracyPDF unavailable
15L15-PoS Tagging; Accuracy Measurement; Word categoriesPDF unavailable
16L16-AI and Probability; HMMPDF unavailable
17L17-HMMPDF unavailable
18L18-HMM, Viterbi, Forward Backward AlgorithmPDF unavailable
19L19-HMM, Viterbi, Forward Backward Algorithm Contd..PDF unavailable
20L20-HMM, Forward Backward Algorithms, Baum Welch AlgorithmPDF unavailable
21L21-HMM, Forward Backward Algorithms, Baum Welch Algorithm Contd...PDF unavailable
22L22-Natural Language Processing and Informational RetrievalPDF unavailable
23L23-CLIA; IR BasicsPDF unavailable
24L24-IR Models: Boolean VectorPDF unavailable
25L25-IR Models: NLP and IR RelationshipPDF unavailable
26L26-NLP and IR: How NLP has used IR, Toward Latent SemanticPDF unavailable
27L27-Least Square Method; Recap of PCA; Towards Latent Semantic Indexing(LSI)PDF unavailable
28L28-PCA; SVD; Towards Latent Semantic Indexing(LSI)PDF unavailable
29L29-Wordnet and Word Sense Disambiguation PDF unavailable
30L30-Wordnet and Word Sense Disambiguation(contd…) PDF unavailable
31L31-Wordnet; Metonymy and Word Sense DisambiguationPDF unavailable
32L32-Word Sense DisambiguationPDF unavailable
33L33-Word Sense Disambiguation; Overlap Based Method; Supervised MethodPDF unavailable
34L34-Word Sense Disambiguation: Supervised and Unsupervised methodsPDF unavailable
35L35-Word Sense Disambiguation: Semi - Supervised and Unsupervised method; resource - constrained WSDPDF unavailable
36L36-Resource Constrained WSD; ParsingPDF unavailable
37L37-ParsingPDF unavailable
38L38-Parsing AlgorithmPDF unavailable
39L39-Parsing Ambiguous Sentences; Probabilistic ParsingPDF unavailable
40L40-Probabilistic Parsing AlgorithmsDownload
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Sl.No Language Book link
1EnglishNot Available
2BengaliNot Available
3GujaratiNot Available
4HindiNot Available
5KannadaNot Available
6MalayalamNot Available
7MarathiNot Available
8TamilNot Available
9TeluguNot Available