Built a Clustering Model based on the GPS data and time of pick-up requests.Used Flume for ingesting the unstructured historical data which was used for model building.The deployed model was then used to analyze streaming data using Kafka and Spark Streaming to make predictions in near real time.
rohilrao/Trip-Prediction-on-Uber-Streaming-data
Built a Clustering Model based on the GPS data and time of pick-up requests.Used Flume for ingesting the unstructured historical data which was used for model building.The deployed model was then used to analyze streaming data using Kafka and Spark Streaming to make predictions in near real time.