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Classroom Contents
Understanding Unstructured Data with Language Models - Alex Peattie
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- 1 Introduction
- 2 Unstructured Data and Language Models
- 3 Outline
- 4 Location
- 5 Enigma Machine
- 6 Enigma vs Bitcoin
- 7 Probability
- 8 Language Models
- 9 Unstructured Data
- 10 Case Studies
- 11 Case Study 1 Marvel
- 12 Sentiment Analysis
- 13 Case Study
- 14 Case Study 3
- 15 Example
- 16 Bag of Words
- 17 Mini Example
- 18 Real World Example
- 19 Taxing
- 20 Interpolation
- 21 Perplexity
- 22 Continuous Space Models
- 23 Geoffrey Hinton Course
- 24 Building Word Vectors
- 25 Neural Networks
- 26 Cost
- 27 Transfer Learning
- 28 Wrapping Up
- 29 Question
