tspannhw/DWS2019Barcelona

DataWorks Summit 2019 Barcelona Spain

DWS2019Barcelona

DataWorks Summit 2019 Barcelona Spain

• Model: Python - Sentiment https://github.com/tspannhw/nifi-cdsw

• Model: Python - Gluon - https://github.com/tspannhw/nifi-cdsw-gluoncv

• Model: Python - Gluon - Edge https://github.com/tspannhw/nifi-cdsw-edge

• MiniFi: Coral https://github.com/tspannhw/nifi-minifi-coral

• Demos https://github.com/tspannhw/dws-barcelona-demos

Models to do:

• Python - Keras YOLO

• Python - TensorFlow PersonBlocker

• Python - Time Series Predictions

• Python - Other sentiment https://community.hortonworks.com/content/kbentry/76935/using-sentiment-analysis-and-nlp-tools-with-hdp-25.html

• Other Talk Apache Deep Learning 201 with Apache NiFi, Apache Tika, Apache OpenNLP and Apache MXNet https://github.com/tspannhw/ApacheDeepLearning201

Relevant Articles

• https://community.hortonworks.com/articles/240051/edge-to-ai-iot-sensors-and-images-streaming-ingest.html
• https://community.hortonworks.com/content/kbentry/239858/integrating-machine-learning-models-into-your-big.html
• https://community.hortonworks.com/content/kbentry/239961/using-cloudera-data-science-workbench-with-apache.html
• https://community.hortonworks.com/articles/227194/ingesting-and-analyzing-street-camera-data-from-ma.html

Python Setup

pip install -U spacy python -m spacy download en