| Sl.No | Chapter Name | English |
|---|---|---|
| 1 | L1-Introduction | Download Verified |
| 2 | L2-Stages of NLP | Download Verified |
| 3 | L3-Stages of NLP Continue… | Download Verified |
| 4 | L4-Two approaches to NLP | Download Verified |
| 5 | L5-Sequence Labelling and Noisy Channel | Download Verified |
| 6 | L6-Noisy Channel: Argmax Based Computation | Download Verified |
| 7 | L7-Argmax Based Computation | Download Verified |
| 8 | L8-Noisy Channel Application to NLP | Download Verified |
| 9 | L9-Brief on Probabilistic Parsing & Start of Part of Speech Tagging | Download Verified |
| 10 | L10-Part of Speech Tagging | Download Verified |
| 11 | L11-Part of Speech Tagging counted… | Download Verified |
| 12 | L12-Part of Speech Tagging counted… & Indian Language in Focus; Morphology Analysis | Download Verified |
| 13 | L13-PoS Tagging contd… , Indian Language Consideration; Accuracy Measure | Download Verified |
| 14 | L14-PoS Tagging; Fundamental Principle; Why Challenging; accuracy | Download Verified |
| 15 | L15-PoS Tagging; Accuracy Measurement; Word categories | Download Verified |
| 16 | L16-AI and Probability; HMM | Download Verified |
| 17 | L17-HMM | Download Verified |
| 18 | L18-HMM, Viterbi, Forward Backward Algorithm | Download Verified |
| 19 | L19-HMM, Viterbi, Forward Backward Algorithm Contd.. | Download Verified |
| 20 | L20-HMM, Forward Backward Algorithms, Baum Welch Algorithm | Download Verified |
| 21 | L21-HMM, Forward Backward Algorithms, Baum Welch Algorithm Contd... | Download Verified |
| 22 | L22-Natural Language Processing and Informational Retrieval | Download Verified |
| 23 | L23-CLIA; IR Basics | Download Verified |
| 24 | L24-IR Models: Boolean Vector | Download Verified |
| 25 | L25-IR Models: NLP and IR Relationship | Download Verified |
| 26 | L26-NLP and IR: How NLP has used IR, Toward Latent Semantic | Download Verified |
| 27 | L27-Least Square Method; Recap of PCA; Towards Latent Semantic Indexing(LSI) | Download Verified |
| 28 | L28-PCA; SVD; Towards Latent Semantic Indexing(LSI) | Download Verified |
| 29 | L29-Wordnet and Word Sense Disambiguation | Download Verified |
| 30 | L30-Wordnet and Word Sense Disambiguation(contd…) | Download Verified |
| 31 | L31-Wordnet; Metonymy and Word Sense Disambiguation | Download Verified |
| 32 | L32-Word Sense Disambiguation | Download Verified |
| 33 | L33-Word Sense Disambiguation; Overlap Based Method; Supervised Method | Download Verified |
| 34 | L34-Word Sense Disambiguation: Supervised and Unsupervised methods | Download Verified |
| 35 | L35-Word Sense Disambiguation: Semi - Supervised and Unsupervised method; resource - constrained WSD | Download Verified |
| 36 | L36-Resource Constrained WSD; Parsing | Download Verified |
| 37 | L37-Parsing | Download Verified |
| 38 | L38-Parsing Algorithm | Download Verified |
| 39 | L39-Parsing Ambiguous Sentences; Probabilistic Parsing | Download Verified |
| 40 | L40-Probabilistic Parsing Algorithms | Download Verified |
| Sl.No | Language | Book link |
|---|---|---|
| 1 | English | Not Available |
| 2 | Bengali | Not Available |
| 3 | Gujarati | Not Available |
| 4 | Hindi | Not Available |
| 5 | Kannada | Not Available |
| 6 | Malayalam | Not Available |
| 7 | Marathi | Not Available |
| 8 | Tamil | Not Available |
| 9 | Telugu | Not Available |