IOT, Timeseries and Prediction with Android, Cassandra and Spark

IOT, Timeseries and Prediction with Android, Cassandra and Spark

Devoxx via YouTube Direct link

Accelerometer

5 of 33

5 of 33

Accelerometer

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IOT, Timeseries and Prediction with Android, Cassandra and Spark

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  1. 1 Intro
  2. 2 Duchess France
  3. 3 Far far away
  4. 4 My connected objects
  5. 5 Accelerometer
  6. 6 Cassandra Key Facts
  7. 7 Last Write Win
  8. 8 Compaction
  9. 9 Timeseries with Cassandra
  10. 10 Storage model: Disk layout
  11. 11 Query patterns
  12. 12 Analyse data
  13. 13 Spark ecosystem
  14. 14 Spark data sources
  15. 15 RDD transformations and actions
  16. 16 Word count sample
  17. 17 Spark on cluster
  18. 18 Spark key facts
  19. 19 Spark Cassandra Connector
  20. 20 Spark connection setup
  21. 21 From Cassandra to Spark
  22. 22 Spark Streaming
  23. 23 Activity Recognition
  24. 24 Multiclass classification
  25. 25 Decision tree model
  26. 26 Supervised learning
  27. 27 Predictive model
  28. 28 Collecting data
  29. 29 Training data
  30. 30 Timeseries: walking vs Jogging
  31. 31 Features extraction
  32. 32 Compute features
  33. 33 Random forest

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