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Classroom Contents
Recent Advances in Machine Learning with Applications to Internet of Things - Adam McElhinney
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- 1 Intro
- 2 Overview of loT
- 3 Buckets of Use Cases
- 4 Use case: fleet management
- 5 Use case: on-time- in-fill shipping
- 6 Failure prediction example
- 7 What is the value of prognostics?
- 8 Challenge Connectivity
- 9 Failure and Repair Data Unreliable and
- 10 Failures Dispersed Across Many Types
- 11 Large Quantity of Signal Data
- 12 Challenge Sensor Limitations
- 13 Strengths
- 14 Neural networks
- 15 Transfer learning
