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Mod-01 Lec-01 Introduction

 Duration 0h 54m

Mod-01 Lec-02 Stages of NLP

 Duration 0h 53m

Mod-01 Lec-03 Stages of NLP Continued...

 Duration 0h 59m

Mod-01 Lec-04 Two approaches to NLP

 Duration 0h 50m

Mod-01 Lec-05 Sequence Labelling and Noisy Channel

 Duration 0h 49m

Mod-01 Lec-06 Noisy Channel-Argmax Based Computation

 Duration 0h 50m

Mod-01 Lec-07 Argmax Based Computation

 Duration 0h 48m

Mod-01 Lec-08 Noisy Channel Application to NLP

 Duration 0h 51m

Mod-01 Lec-09 Brief on Probabilistic Parsing and Start of Part of Speech Tagging

 Duration 0h 49m

Mod-01 Lec-10 Part of Speech Tagging

 Duration 0h 49m

Mod-01 Lec-11 Part of Speech Tagging continued...

 Duration 0h 48m

Mod-01 Lec-12 Part of Speech Tagging continued... Indian Language in Focus-Morphology Analysis

 Duration 0h 46m

Mod-01 Lec-13 PoS Tagging continued... Indian Language Consideration-Accuracy Measure

 Duration 0h 46m

Mod-01 Lec-14 PoS Tagging- Fundamental Principle..Why Challenging, accuracy

 Duration 0h 46m

Mod-01 Lec-15 PoS Tagging-Accuracy Measurement, Word categories

 Duration 0h 48m

Mod-01 Lec-16 AI and Probability-HMM

 Duration 0h 49m

Mod-01 Lec-17 HMM

 Duration 0h 46m

Mod-01 Lec-18 HMM, Viterbi, Forward Backward Algorithm

 Duration 0h 45m

Mod-01 Lec-19 HMM, Viterbi, Forward Backward Algorithm Continued..

 Duration 0h 45m

Mod-01 Lec-20 HMM, Forward Backward Algorithms, Baum Welch Algorithm

 Duration 0h 42m

Mod-01 Lec-21 HMM, Forward Backward Algorithms, Baum Welch Algorithm Continued...

 Duration 0h 48m

Mod-01 Lec-22 Natural Language Processing and Informational Retrieval

 Duration 0h 47m

Mod-01 Lec-23 CLIA, IR Basics

 Duration 0h 50m

Mod-01 Lec-24 IR Models-Boolean Vector

 Duration 0h 49m

Mod-01 Lec-25 IR Models-NLP and IR Relationship

 Duration 0h 47m

Mod-01 Lec-26 NLP and IR-How NLP has used IR, Toward Latent Semantic

 Duration 0h 48m

Mod-01 Lec-27 Least Square Method-Recap of PCA-Towards Latent Semantic Indexing(LSI)

 Duration 0h 42m

Mod-01 Lec-28 PCA- SVD,Towards Latent Semantic Indexing(LSI)

 Duration 0h 39m

Mod-01 Lec-29 Wordnet and Word Sense Disambiguation

 Duration 0h 47m

Mod-01 Lec-30 Wordnet and Word Sense Disambiguation(continued...)

 Duration 0h 48m

Mod-01 Lec-31 Wordnet,Metonymy and Word Sense Disambiguation

 Duration 0h 50m

Mod-01 Lec-32 Word Sense Disambiguation

 Duration 0h 50m

Mod-01 Lec-33 Word Sense Disambiguation-Overlap Based Method-Supervised Method

 Duration 0h 51m

Mod-01 Lec-34 Word Sense Disambiguation-Supervised and Unsupervised methods

 Duration 0h 44m

Mod-01 Lec-35 Word Sense Disambiguation, Semi - Supervised and Unsupervised method

 Duration 0h 47m

Mod-01 Lec-36 Resource Constrained WSD, Parsing

 Duration 0h 49m

Mod-01 Lec-37 Parsing

 Duration 0h 47m

Mod-01 Lec-38 Parsing Algorithm

 Duration 0h 48m

Mod-01 Lec-39 Parsing Ambiguous Sentences, Probabilistic Parsing

 Duration 0h 50m