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Lecture 17:System Model of Combined Rotary and Translatory Systems, by Pushparaj Mani Pathak

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Lecture 32:Simulation of Simple and Compound Pendulums, by Pushparaj Mani Pathak

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Lecture 25:Transfer Function of 1St and 2Nd Order System, by Pushparaj Mani Pathak

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Lecture 2: Examples of Models, by Pushparaj Mani Pathak

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L2-Stages of NLP, 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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L15-Pos Tagging; Accuracy Measurement; Word Categories, by Pushpak Bhattacharyya

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L11-Part of Speech Tagging Counted’, by Pushpak Bhattacharyya

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L32-Word Sense Disambiguation, by Pushpak Bhattacharyya

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L22-Natural Language Processing and Informational Retrieval, by Pushpak Bhattacharyya

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

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L14-Pos Tagging; Fundamental Principle; Why Challenging; Accuracy, by Pushpak Bhattacharyya

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

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

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L8-Noisy Channel Application to NLP, by Pushpak Bhattacharyya

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L38-Parsing Algorithm, by Pushpak Bhattacharyya

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L17-Hmm, by Pushpak Bhattacharyya

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L24-IR Models: Boolean Vector, by Pushpak Bhattacharyya

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L40-Probabilistic Parsing Algorithms, by Pushpak Bhattacharyya

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L7-Argmax Based Computation, by Pushpak Bhattacharyya

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L12-Part of Speech Tagging Counted’ & Indian Language in Focus; Morphology Analysis, by Pushpak Bhattacharyya

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L31-Wordnet; Metonymy and Word Sense Disambiguation, 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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L36-Resource Constrained WSD; Parsing, by Pushpak Bhattacharyya

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L10-Part of Speech Tagging, by Pushpak Bhattacharyya

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L3-Stages of NLP Continue’, by Pushpak Bhattacharyya

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L23-CLIA; IR Basics, by Pushpak Bhattacharyya

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L29-Wordnet and Word Sense Disambiguation, by Pushpak Bhattacharyya

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L13-Pos Tagging Contd’ , Indian Language Consideration; Accuracy Measure, by Pushpak Bhattacharyya

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L21-HMM, forward Backward Algorithms, Baum Welch Algorithm Contd…, by Pushpak Bhattacharyya

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