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Video Lecture Description Sub-Category Time Click to view video

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Mod-01 Lec-01 Introduction Computer science 53 min Click to view videos
Mod-01 Lec-02 Stages of NLP Computer science 53 min Click to view videos
Mod-01 Lec-03 Stages of NLP Continue... Computer science 58 min Click to view videos
Mod-01 Lec-04 Two approaches to NLP Computer science 50 min Click to view videos
Mod-01 Lec-05 Sequence Labelling and Noisy Channel Computer science 49 min Click to view videos
Mod-01 Lec-06 Noisy Channel: Argmax Based Computation Computer science 49 min Click to view videos
Mod-01 Lec-07 Argmax Based Computation Computer science 47 min Click to view videos
Mod-01 Lec-08 Noisy Channel Application to NLP Computer science 51 min Click to view videos
Mod-01 Lec-09 Brief on Probabilistic Parsing & Start of Part of Speech Tagging Computer science 48 min Click to view videos
Mod-01 Lec-10 Part of Speech Tagging Computer science 48 min Click to view videos
Mod-01 Lec-11 Part of Speech Tagging counted... Computer science 47 min Click to view videos
Mod-01 Lec-12 Part of Speech Tagging counted... & Indian Language in Focus; Morphology Ana Computer science 45 min Click to view videos
Mod-01 Lec-13 PoS Tagging contd... , Indian Language Consideration; Accuracy Measure Computer science 45 min Click to view videos
Mod-01 Lec-14 PoS Tagging; Fundamental Principle; Why Challenging; accuracy Computer science 45 min Click to view videos
Mod-01 Lec-15 PoS Tagging; Accuracy Measurement; Word categories Computer science 48 min Click to view videos
Mod-01 Lec-16 AI and Probability; HMM Computer science 48 min Click to view videos
Mod-01 Lec-17 HMM Computer science 46 min Click to view videos
Mod-01 Lec-18 HMM, Viterbi, Forward Backward Algorithm Computer science 45 min Click to view videos
Mod-01 Lec-19 HMM, Viterbi, Forward Backward Algorithm Contd..9 Computer science 44 min Click to view videos
Mod-01 Lec-20 HMM, Forward Backward Algorithms, Baum Welch Algorithm Computer science 42 min Click to view videos
Mod-01 Lec-21 HMM, Forward Backward Algorithms, Baum Welch Algorithm Contd... Computer science 48 min Click to view videos
Mod-01 Lec-22 Natural Language Processing and Informational Retrieval Computer science 47 min Click to view videos
Mod-01 Lec-23 CLIA; IR Basics Computer science 49 min Click to view videos
Mod-01 Lec-24 IR Models: Boolean Vector Computer science 48 min Click to view videos
Mod-01 Lec-25 IR Models: NLP and IR Relationship Computer science 46 min Click to view videos
Mod-01 Lec-26 NLP and IR: How NLP has used IR, Toward Latent Semantic Computer science 48 min Click to view videos
Mod-01 Lec-27 Least Square Method; Recap of PCA; Towards Latent Semantic Indexing(LSI) Computer science 42 min Click to view videos
Mod-01 Lec-28 PCA; SVD; Towards Latent Semantic Indexing(LSI) Computer science 39 min Click to view videos
Mod-01 Lec-29 Wordnet and Word Sense Disambiguation Computer science 47 min Click to view videos
Mod-01 Lec-30 Wordnet and Word Sense Disambiguation(contd...) Computer science 47 min Click to view videos
Mod-01 Lec-31 Wordnet; Metonymy and Word Sense Disambiguation Computer science 49 min Click to view videos
Mod-01 Lec-32 Word Sense Disambiguation Computer science 49 min Click to view videos
Mod-01 Lec-33 Word Sense Disambiguation; Overlap Based Method; Supervised Method Computer science 50 min Click to view videos
Mod-01 Lec-34 Word Sense Disambiguation: Supervised and Unsupervised methods Computer science 43 min Click to view videos
Mod-01 Lec-35 Word Sense Disambiguation: Semi - Supervised and Unsupervised method Computer science 47 min Click to view videos
Mod-01 Lec-36 Resource Constrained WSD; Parsing Computer science 48 min Click to view videos
Mod-01 Lec-37 Parsing Computer science 46 min Click to view videos
Mod-01 Lec-38 Parsing Algorithm Computer science 48 min Click to view videos
Mod-01 Lec-39 Parsing Ambiguous Sentences; Probabilistic Parsing Computer science 50 min Click to view videos
Mod-01 Lec-40 Probabilistic Parsing Algorithms Computer science 48 min Click to view videos

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