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