[Coursera] Natural Language Processing by Michael Collins (Columbia University)
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| Torrent Size : | 1.12 GB |
[Coursera] Natural Language Processing by Michael Collins (Columbia University)
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Torrent File Content (129 files)
coursera-nlp
assignments
assignment-1/h1-p.4.pdf -
assignments
assignment-1/h1-p.4.pdf -
148.81 KB
assignment-1/h1-p.zip -
1.01 MB
assignment-2/h2-p.2.pdf -
168.59 KB
assignment-2/h2.2.zip -
139.86 KB
assignment-3/h3-p.pdf -
151.91 KB
assignment-3/h3.zip -
608.01 KB
assignment-4/h4-p.pdf -
167.24 KB
assignment-4/h4.zip -
1.2 MB
lectures
week1-01/Natural Language Processing 0.0 Introduction (Part 1) (1117).mp4 -
week1-01/Natural Language Processing 0.0 Introduction (Part 1) (1117).mp4 -
14.18 MB
week1-01/Natural Language Processing 0.1 Introduction (Part 2) (1028).mp4 -
11.86 MB
week1-02/Natural Language Processing 1.0 Introduction to the Language Modeling Problem (Part 1) (617).mp4 -
7.49 MB
week1-02/Natural Language Processing 1.1 Introduction to the Language Modeling Problem (Part 2) (712).mp4 -
8.33 MB
week1-02/Natural Language Processing 1.2 Markov Processes (Part 1) (856).mp4 -
10.22 MB
week1-02/Natural Language Processing 1.3 Markov Processes (Part 2) (628).mp4 -
7.35 MB
week1-02/Natural Language Processing 1.4 Trigram Language Models (940).mp4 -
11.07 MB
week1-02/Natural Language Processing 1.5 Evaluating Language Models Perplexity (1236).mp4 -
14.74 MB
week1-03/Natural Language Processing 2.0 Linear Interpolation (Part 1) (746).mp4 -
9.07 MB
week1-03/Natural Language Processing 2.1 Linear Interpolation (Part 2) (1135).mp4 -
13.67 MB
week1-03/Natural Language Processing 2.2 Discounting Methods (Part 1) (926).mp4 -
11.19 MB
week1-03/Natural Language Processing 2.3 Discounting Methods (Part 2) (334).mp4 -
4.43 MB
week1-04/Natural Language Processing 3.0 Summary (231).mp4 -
3.01 MB
week10-01/Natural Language Processing 18.0 Introduction (102).mp4 -
1.14 MB
week10-01/Natural Language Processing 18.1 Recap of GLMs (740).mp4 -
9.18 MB
week10-01/Natural Language Processing 18.2 GLMs for Tagging (Part 1) (526).mp4 -
6.94 MB
week10-01/Natural Language Processing 18.3 GLMs for Tagging (Part 2) (735).mp4 -
9.32 MB
week10-01/Natural Language Processing 18.4 GLMs for Tagging (Part 3) (706).mp4 -
8.71 MB
week10-01/Natural Language Processing 18.5 GLMs for Tagging (Part 4) (600).mp4 -
7.23 MB
week10-02/Natural Language Processing 19.0 Introduction (037).mp4 -
699.68 KB
week10-02/Natural Language Processing 19.1 The Dependency Parsing Problem (Part 1) (521).mp4 -
6.4 MB
week10-02/Natural Language Processing 19.2 The Dependency Parsing Problem (Part 2) (1353).mp4 -
17.13 MB
week10-02/Natural Language Processing 19.3 GLMs for Dependency Parsing (Part 1) (1159).mp4 -
14.15 MB
week10-02/Natural Language Processing 19.4 GLMs for Dependency Parsing (Part 2) (828).mp4 -
10.98 MB
week10-02/Natural Language Processing 19.5 Experiments with GLMs for Dep. Parsing (538).mp4 -
6.95 MB
week10-02/Natural Language Processing 19.6 Summary (250).mp4 -
3.35 MB
week2-01/Natural Language Processing 4.0 The Tagging Problem (1001).mp4 -
13.05 MB
week2-01/Natural Language Processing 4.1 Generative Models for Supervised Learning (857).mp4 -
10.68 MB
week2-01/Natural Language Processing 4.2 Hidden Markov Models (HMMs) Basic Definitions (1200).mp4 -
14.88 MB
week2-01/Natural Language Processing 4.3 Parameter Estimation in HMMs (1316).mp4 -
16.27 MB
week2-01/Natural Language Processing 4.4 The Viterbi Algorithm for HMMs (Part 1) (1407).mp4 -
17.01 MB
week2-01/Natural Language Processing 4.5 The Viterbi Algorithm for HMMs (Part 2) (331).mp4 -
4.21 MB
week2-01/Natural Language Processing 4.6 The Viterbi Algorithm for HMMs (Part 3) (733).mp4 -
9.27 MB
week2-01/Natural Language Processing 4.7 Summary (150).mp4 -
2.22 MB
week3-01/Natural Language Processing 5.0 Introduction (028).mp4 -
1016.68 KB
week3-01/Natural Language Processing 5.1 Introduction to the Parsing Problem (Part 1) (1037).mp4 -
12.64 MB
week3-01/Natural Language Processing 5.2 Introduction to the Parsing Problem (Part 2) (420).mp4 -
5.11 MB
week3-01/Natural Language Processing 5.3 Context-Free Grammars (Part 1) (1211).mp4 -
14.52 MB
week3-01/Natural Language Processing 5.4 Context-Free Grammars (Part 2) (222).mp4 -
2.79 MB
week3-01/Natural Language Processing 5.5 A Simple Grammar for English (Part 1) (1032).mp4 -
12.57 MB
week3-01/Natural Language Processing 5.6 A Simple Grammar for English (Part 2) (530).mp4 -
6.36 MB
week3-01/Natural Language Processing 5.7 A Simple Grammar for English (Part 3) (1121).mp4 -
13.93 MB
Description
I do not own the rights to the materials.
All rights go to Columbia University and Coursera.org.
These are here for educational purposes only.
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