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ODSC West 2015 - Hacking Machine Data
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- 1 Introduction
- 2 Sequences of Actions
- 3 Objectives
- 4 Hidden Markov Model
- 5 Anomaly Detection
- 6 Identification Relevance
- 7 Hidden Markov Models
- 8 Why Markov Models
- 9 Markov Models
- 10 Perfect Recall
- 11 Hidden States
- 12 Dependency
- 13 Forward Backward
- 14 Forward Forward
- 15 Viterbi Algorithm
- 16 Sequence
- 17 Welch Algorithm
- 18 Smooth Out Time Series
- 19 Smoothie Techniques
- 20 Smoothie in Time Series
- 21 Techniques
- 22 Trend similarity
- 23 Problem landscape
- 24 Prereq
- 25 Download Prereq
- 26 Code Examples
- 27 Ontology
- 28 Documentation
- 29 Model Parameters
- 30 Fit Function
- 31 General Sequence
