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What to consider when implementing ML
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Classroom Contents
Using Cellular IoT for Predictive Maintenance
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- 1 Practicalities and agenda
- 2 Introduction
- 3 Current LPWAN Landscape
- 4 LTE-M and NB-IoT Coverage Map
- 5 LTE IoT Technologies overview
- 6 Are Cat 1 bis suitable for massive IoT deployments?
- 7 Cellular evolution 2G to 5G
- 8 LTE categories evolution
- 9 What will happen with 2G/3G/4G
- 10 Different types of maintenance
- 11 Predictive maintenance overview
- 12 Where would it make sense to use predictive maintenance?
- 13 Why use cellular IoT for predictive maintenance?
- 14 Process data on the cloud or device side?
- 15 What to consider when implementing ML
- 16 Benefits of using ML in predictive maintenance
- 17 Cellular radio power consumption
- 18 Break-even comparison - LTE vs. CPU
- 19 The advantages of nRF9160 SiP
- 20 Q&A
