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L25-IR Models: NLP and IR Relationship, by Pushpak Bhattacharyya

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L26-NLP and IR: How NLP has Used IR, toward Latent Semantic, by Pushpak Bhattacharyya

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L27-Least Square Method; Recap of PCA; Towards Latent Semantic Indexing (LSI), by Pushpak Bhattacharyya

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L28-PCA; SVD; Towards Latent Semantic Indexing (LSI), by Pushpak Bhattacharyya

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L29-Wordnet and Word Sense Disambiguation, by Pushpak Bhattacharyya

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L3-Stages of NLP Continue’, by Pushpak Bhattacharyya

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L30-Wordnet and Word Sense Disambiguation (Contd’), by Pushpak Bhattacharyya

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L31-Wordnet; Metonymy and Word Sense Disambiguation, by Pushpak Bhattacharyya

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L32-Word Sense Disambiguation, by Pushpak Bhattacharyya

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L33-Word Sense Disambiguation; Overlap Based Method; Supervised Method, by Pushpak Bhattacharyya

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L34-Word Sense Disambiguation: Supervised and Unsupervised Methods, by Pushpak Bhattacharyya

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L35-Word Sense Disambiguation: Semi-Supervised and Unsupervised Method; Resource-Constrained WSD, by Pushpak Bhattacharyya

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L36-Resource Constrained WSD; Parsing, by Pushpak Bhattacharyya

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L37-Parsing, by Pushpak Bhattacharyya

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L38-Parsing Algorithm, by Pushpak Bhattacharyya

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L39-Parsing Ambiguous Sentences; Probabilistic Parsing, by Pushpak Bhattacharyya

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L4-Two Approaches to NLP, by Pushpak Bhattacharyya

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L40-Probabilistic Parsing Algorithms, by Pushpak Bhattacharyya

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L5-Sequence Labelling and Noisy Channel, by Pushpak Bhattacharyya

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L6-Noisy Channel: Argmax Based Computation, by Pushpak Bhattacharyya

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L7-Argmax Based Computation, by Pushpak Bhattacharyya

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L8-Noisy Channel Application to NLP, by Pushpak Bhattacharyya

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L9-Brief on Probabilistic Parsing & Start of Part of Speech Tagging, by Pushpak Bhattacharyya

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Learning Theory Part 1, by Prof.Sridhar Iyer

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Learning Theory Part 2, by Prof.Sridhar Iyer

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Lecture 01 : Introduction, by Rajib Mall

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Lecture 01: Introduction-I, by Rajib Mall

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Lecture 02 : Levels of Testing, by Rajib Mall

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Lecture 02: Introduction-II, by Rajib Mall

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Lecture 03 : Basic Concepts in Testing, by Rajib Mall

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Lecture 03: Introduction-III, by Rajib Mall

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Lecture 04 : Basic Concepts in Testing (Contd.), by Rajib Mall

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Lecture 05 : Unit Testing, by Rajib Mall

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Lecture 05: Life Cycle Models-I, by Rajib Mall

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Lecture 06:Life Cycle Models-II, by Rajib Mall

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Lecture 07: Life Cycle Models-III, by Rajib Mall

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Lecture 08: Life Cycle Models-IV, by Rajib Mall

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Lecture 09: Life Cycle Models-V, by Rajib Mall

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Lecture 1, by V. Rajaraman

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Lecture 10, by V. Rajaraman

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Lecture 10: Life Cycle Models-VI, by Rajib Mall

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Lecture 10: White Box Testing, by Rajib Mall

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Lecture 11, by V. Rajaraman

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Lecture 11: MC/DC Testing, by Rajib Mall

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Lecture 12, by V. Rajaraman

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Lecture 12: MC/DC Testing (Contd.), by Rajib Mall

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Lecture 13, by V. Rajaraman

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Lecture 13: Path Testing, by Rajib Mall

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Lecture 14, by V. Rajaraman

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Lecture 14: Dataflow and Mutation Testing, by Rajib Mall

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