Completed
Failure prediction example
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Recent Advances in Machine Learning with Applications to Internet of Things - Adam McElhinney
Automatically move to the next video in the Classroom when playback concludes
- 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
