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Super Guru

First off, this was an amazing year for Big Data, IoT, Kafka, AI, Streaming, Machine Learning and Deep Learning. So many cool events, updates, new products, new projects, new libraries and community growth. I've seen a lot of people adopt and grow Big Data and streaming projects from nothing. Using the power of Open Source and the tools made available by Apache, companies are growing with the help of trusted partners and a community of engineers and users.

I had a fun year travelling to various conferences showing how to use Open Source technologies for IoT, Deep Learning, Machine Learning, Streaming, Big Data, Computer Vision and microservices.

First up close to home was Iot Fusion in Philly:

http://iotfusion.net/session/enterprise-iiot-edge-processing-with-apache-nifi-minifi-and-deep-learni...

It was a very cool event run by my friends at Chariot Solutions. We focused on some great technology from 2018 including MiniFi, Apache NiFi, TensorFlow and Apache MXNet.

After that I headed to Europe and spoke at an awesome meetup in Prague. https://www.meetup.com/futureofdata-prague/events/248994531/ https://www.slideshare.net/bunkertor/deep-learning-on-hdp-2018-prague.

A short train ride up to Berlin for a meetup https://www.meetup.com/futureofdata-berlin/events/249190513/ https://www.slideshare.net/bunkertor/minifi-and-apache-nifi-iot-in-berlin-germany-2018.

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Then I was in Berlin for Dataworks Summit and did two talks. https://dataworkssummit.com/berlin-2018/session/iot-with-apache-mxnet-and-apache-nifi-and-minifi/ and https://dataworkssummit.com/session/apache-deep-learning-101/.

https://dzone.com/articles/apache-nifi-at-dws

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In June it was off to San Jose for the Big DataWorks Summit and I had a talk on Computer Vision. https://dataworkssummit.com/san-jose-2018/session/open-source-computer-vision-with-tensorflow-apache... https://www.slideshare.net/Hadoop_Summit/open-source-computer-vision-with-tensorflow-apache-minifi-a... I also helped out with some TensorFlow in Apache Zeppelin at the Deep Learning Crash Course https://dataworkssummit.com/san-jose-2018/crash-courses/.

Come August, I joined the IoT Webinar https://hortonworks.com/webinar/iot-war-stories-challenges-solutions-best-practices/ which was a lot of fun and then got to speak with the awesome Data Scientist, John Kuchmek at the NJ Shore.

Fall quickly followed and it was time for Strata in NYC. https://conferences.oreilly.com/strata/strata-ny-2018/public/schedule/speaker/185963 Again I spoke on IoT with AI https://github.com/tspannhw/StrataNYC2018

After Strata it was a quick flight up to Montreal for ApacheCon. It was great seeing all the Apache speakers and my friends from Apache MXNet. https://apachecon.dukecon.org/acna/2018/#/scheduledEvent/7058e0d4f5ab28836 https://feathercast.apache.org/2018/10/02/apache-deep-learning-101-timothy-spann/

In October I was down in Orlando with my AI buddies AppOrchid to speak about AI, IoT and Big Data for Utilities. http://www.utilityanalyticsweek.com/cr3ativspeaker/tim-spann/ https://www.slideshare.net/bunkertor/the-best-of-both-worlds-delivering-digital-transformation

In November I got to be the first speaker at Philadelphia's first Open Source Conference hosted by Comcast! https://phillyopensource.splashthat.com/ What an amazing event and awesome people running this. Hats off to the Comcast team for support Open Source and having great projects. They also were big sponsors of Apache Con.

To round it out, in December I reunited with my AI friends on a webinar for utilities https://utilityanalytics.com/webinar/providing-ai-solutions-to-break-the-data-silos-and-accelerate-u....

The year was great for meetups and I got to talk at a few around the world, plus Milind and my meetup in Princeton grew to 1,100 members! Check us out: https://www.meetup.com/futureofdata-princeton/ My friend Paul restarted the https://www.meetup.com/futureofdata-philadelphia/ meetup and we will do some fun stuff in 2019 around the new Camden tech region.

Nov 14 - Rafi from IBM https://www.meetup.com/futureofdata-princeton/events/254821251/

Oct 2nd - Mehul ( https://infinity-services.com/) and Abdhul (http://cloudsegue.com/) spoke. Hosted by TRAC Intermodal around Blockchain. https://www.meetup.com/futureofdata-princeton/events/252716511/

Sept 6 - Thomas spoke on MXNet https://www.meetup.com/futureofdata-princeton/events/253312744/

June 28 - I spoke on NiFi and Blockchain https://www.meetup.com/futureofdata-princeton/events/249163765/ Thanks to Prasad (Airisdata). Joint meetup in Hamilton with the NJ_Blockchain meetup.

May 8 - I spoke on NiFi and IoT in NYC https://www.meetup.com/futureofdata-princeton/events/250304839/

April 17 - I spoke on NiFi in Berlin https://www.meetup.com/futureofdata-berlin/events/249190513/

April 12 - I spoke on NiFi and Deep Learning in Prague FoD https://www.meetup.com/futureofdata-prague/events/248994531/

Feb 13 - Big Mardis Gras celebration at TRAC Intermodal

We have a meetup scheduled for January on Blockchain in Woodbridge. ChainNinja is going to broadcast this: https://www.meetup.com/futureofdata-princeton/events/255404291/

From meetups, webinars, workshops and conferences I had a few presentations:

https://www.slideshare.net/bunkertor/machine-learning-and-deep-learning-on-hdp-301-and-hdf-32
https://www.slideshare.net/bunkertor/apache-deep-learning-201-philly-open-source
https://www.slideshare.net/bunkertor/the-best-of-both-worlds-delivering-digital-transformation
https://www.slideshare.net/bunkertor/apache-deep-learning-101-apachecon-montreal-2018-v031
https://www.slideshare.net/bunkertor/handson-deep-dive-with-minifi-and-apache-mxnet
https://www.slideshare.net/bunkertor/open-source-predictive-analytics-pipeline-with-apache-nifi-and-...
https://www.slideshare.net/bunkertor/open-computer-vision-with-opencv-apache-nifi-tensorflow-python
https://www.slideshare.net/bunkertor/iot-edge-processing-with-apache-nifi-and-minifi-and-apache-mxne...
https://www.slideshare.net/bunkertor/apache-mxnet-for-iot-with-apache-nifi
https://www.slideshare.net/bunkertor/apache-deep-learning-101-dws-berlin-2018
https://www.slideshare.net/bunkertor/minifi-and-apache-nifi-iot-in-berlin-germany-2018
https://www.slideshare.net/bunkertor/deep-learning-on-hdp-2018-prague
https://www.slideshare.net/bunkertor/enterprise-iiot-edge-processing-with-apache-nifi-92970386
https://www.slideshare.net/bunkertor/running-apache-nifi-with-apache-spark-integration-options
https://www.slideshare.net/bunkertor/hdf-31-an-introduction-to-new-features

I wrote a few articles for HCC in 2018:

https://community.hortonworks.com/articles/167193/building-and-running-minifi-cpp-in-orangepi-zero.h...
https://community.hortonworks.com/articles/171787/hdf-31-executing-apache-spark-via-executesparkinte...
https://community.hortonworks.com/articles/171893/hdf-31-executing-apache-spark-via-executesparkinte...
https://community.hortonworks.com/articles/171960/using-apache-mxnet-on-an-apache-nifi-15-instance-w...
https://community.hortonworks.com/articles/174227/apache-deep-learning-101-using-apache-mxnet-on-an....
https://community.hortonworks.com/articles/174399/apache-deep-learning-101-using-apache-mxnet-on-apa...
https://community.hortonworks.com/articles/176784/deep-learning-101-using-apache-mxnet-in-dsx-notebo...
https://community.hortonworks.com/articles/176789/apache-deep-learning-101-using-apache-mxnet-in-apa...
https://community.hortonworks.com/articles/176932/apache-deep-learning-101-using-apache-mxnet-on-the...
https://community.hortonworks.com/articles/177232/apache-deep-learning-101-processing-apache-mxnet-m...
https://community.hortonworks.com/articles/177663/apache-livy-apache-nifi-apache-spark-executing-sca...
https://community.hortonworks.com/articles/178498/integrating-tensorflow-16-image-labelling-with-hdf...
https://community.hortonworks.com/articles/183806/using-a-tensorflow-person-blocker-with-apache-nifi...
https://community.hortonworks.com/articles/198912/ingesting-apache-mxnet-gluon-deep-learning-results...
https://community.hortonworks.com/articles/222242/running-apache-mxnet-deep-learning-on-yarn-31-hdp....
https://community.hortonworks.com/articles/193868/integrating-keras-tensorflow-yolov3-into-apache-ni...
https://community.hortonworks.com/articles/198855/executing-tensorflow-classifications-from-apache-n...
https://community.hortonworks.com/articles/198939/using-apache-mxnet-gluoncv-with-apache-nifi-for-de...
https://community.hortonworks.com/articles/215079/iot-edge-processing-with-deep-learning-on-hdf-32-a...
https://community.hortonworks.com/articles/224268/running-tensorflow-on-yarn-31-with-or-without-gpu....
https://community.hortonworks.com/articles/203638/ingesting-multiple-iot-devices-with-apache-nifi-17...
https://community.hortonworks.com/articles/227194/ingesting-and-analyzing-street-camera-data-from-ma...
https://community.hortonworks.com/articles/207858/more-devops-for-hdf-apache-nifi-and-friends.html
https://community.hortonworks.com/articles/163776/parsing-any-document-with-apache-nifi-15-with-apac...
https://community.hortonworks.com/articles/167187/provenance-site-to-site-reporting.html
https://community.hortonworks.com/articles/177370/extracting-html-from-pdf-excel-and-word-documents....
https://community.hortonworks.com/articles/177733/apache-nifi-processor-building-a-sql-ddl-schema-fr...
https://community.hortonworks.com/articles/192848/updating-the-apache-opennlp-community-apache-nifi....
https://community.hortonworks.com/articles/193822/parsing-web-pages-for-images-with-apache-nifi.html
https://community.hortonworks.com/articles/193835/detecting-language-with-apache-nifi.html
https://community.hortonworks.com/articles/189213/etl-with-lookups-with-apache-hbase-and-apache-nifi...
https://community.hortonworks.com/articles/222605/converting-powerpoint-presentations-into-french-fr...
https://community.hortonworks.com/articles/223840/properties-file-lookup-augmentation-of-data-flow-i...
https://community.hortonworks.com/articles/155604/iot-ingesting-camera-data-from-nanopi-duo-devices....
https://community.hortonworks.com/articles/155606/iot-ingesting-gps-data-from-odroid-xu4-devices-wit...
https://community.hortonworks.com/articles/161761/new-features-in-apache-nifi-15-apache-nifi-registr...
https://community.hortonworks.com/articles/167196/ingesting-data-from-the-matrix-creator-with-minifi...
https://community.hortonworks.com/articles/167199/sending-messages-and-displaying-them-on-an-oled-sc...
https://community.hortonworks.com/articles/173818/hdp-264-hdf-31-apache-spark-streaming-integration....
https://community.hortonworks.com/articles/174105/hdp-264-hdf-31-apache-spark-structured-streaming-i...
https://community.hortonworks.com/articles/174538/apache-deep-learning-101-using-apache-mxnet-with-h...
https://community.hortonworks.com/articles/177137/ingesting-flight-data-ads-b-usb-receiver-with-apac...
https://community.hortonworks.com/articles/177256/spring-boot-20-on-acid-integrating-rest-microservi...
https://community.hortonworks.com/articles/177301/big-data-devops-apache-nifi-flow-versioning-and-au...
https://community.hortonworks.com/articles/178196/integrating-lucene-geo-gazetteer-for-geo-parsing-w...
https://community.hortonworks.com/articles/178510/integration-apache-opennlp-184-into-apache-nifi-15...
https://community.hortonworks.com/articles/182850/vision-thing.html
https://community.hortonworks.com/articles/182984/vision-thing-part-2-processing-capturing-and-displ...
https://community.hortonworks.com/articles/183151/enterprise-iiot-edge-processing-with-apache-nifi-m...
https://community.hortonworks.com/articles/183217/devops-backing-up-apache-nifi-registry-flows.html
https://community.hortonworks.com/articles/183474/iot-using-minifi-java-agent-to-send-mqtt-messages....
https://community.hortonworks.com/articles/185079/publishing-and-consuming-jms-messages-from-tibco-e...
https://community.hortonworks.com/articles/189514/converting-csv-files-to-apache-hive-tables-with-ap...
https://community.hortonworks.com/articles/189630/tracking-air-quality-with-hdp-and-hdfi-part-1-apac...
https://community.hortonworks.com/articles/189735/automating-social-media-sending-tweets-with-apache...
https://community.hortonworks.com/articles/190765/processing-real-time-social-media-twitter-with-apa...
https://community.hortonworks.com/articles/191146/accessing-feeds-from-etherdelta-on-trades-funds-bu...
https://community.hortonworks.com/articles/191255/ethereum-accessing-feeds-from-etherscan-on-volume....
https://community.hortonworks.com/articles/191658/devops-tips-using-the-apache-nifi-toolkit-with-apa...
https://community.hortonworks.com/articles/196963/scanning-documents-into-data-lakes-via-tesseract-p...
https://community.hortonworks.com/articles/199566/ingesting-infura-rest-apis-to-access-the-ethereum....
https://community.hortonworks.com/articles/199570/ingest-btccom-and-blockchaincom-data-via-apache-ni...
https://community.hortonworks.com/articles/219777/iot-edge-processing-with-deep-learning-on-hdf-32-a...
https://community.hortonworks.com/articles/215271/iot-edge-processing-with-deep-learning-on-hdf-32-a...
https://community.hortonworks.com/articles/224556/building-a-custom-apache-nifi-operations-dashboard...
https://community.hortonworks.com/articles/224554/building-a-custom-apache-nifi-operations-dashboard...
https://community.hortonworks.com/articles/222367/using-apache-nifi-with-apache-mxnet-gluoncv-for-yo...
https://community.hortonworks.com/articles/223916/posting-images-with-apache-nifi-17-and-a-custom-pr...
https://community.hortonworks.com/articles/202236/integrating-apache-mxnet-model-server-with-apache....
https://community.hortonworks.com/articles/191259/integrating-darknet-yolov3-into-apache-nifi-workfl...
https://community.hortonworks.com/articles/215258/iot-edge-processing-with-deep-learning-on-hdf-32-a...
https://community.hortonworks.com/articles/177349/big-data-devops-apache-nifi-hwx-schema-registry-sc...
https://community.hortonworks.com/articles/227560/real-time-stock-processing-with-apache-nifi-and-ap...
https://community.hortonworks.com/articles/228874/iot-edge-use-cases-with-apache-kafka-and-apache-ni...
https://community.hortonworks.com/content/kbentry/229215/apache-nifi-processor-for-apache-mxnet-ssd-...
https://community.hortonworks.com/articles/229305/using-apache-nifi-for-speech-processing-speech-to....

https://community.hortonworks.com/articles/229522/iot-series-sensors-utilizing-breakout-garden-hat-p...

https://community.hortonworks.com/articles/232136/iot-series-sensors-utilizing-breakout-garden-hat-p...

I wrote a few custom processors in Java for Apache NiFi (all work in NiFi 1.8.0):

https://github.com/tspannhw/nifi-mxnetinference-processor
https://github.com/tspannhw/nifi-extracttext-processor
https://github.com/tspannhw/nifi-langdetect-processor
https://github.com/tspannhw/nifi-attributecleaner-processor
https://github.com/tspannhw/nifi-convertjsontoddl-processor
https://github.com/tspannhw/nifi-postimage-processor
https://github.com/tspannhw/GetWebCamera
https://github.com/tspannhw/nifi-imageextractor-processor
https://github.com/tspannhw/nifi-puttwitter-processor
https://github.com/tspannhw/nifi-tensorflow-processor

A wrote a few other scripts and utilities outside of NiFi as well:

https://github.com/tspannhw/nifi-registry-github
https://github.com/tspannhw/python-scripts
https://github.com/tspannhw/operations-dashboard
https://github.com/tspannhw/stocks-nifi-kafka
https://github.com/tspannhw/ApacheDeepLearning201
https://github.com/tspannhw/nifi-smartplug
https://github.com/tspannhw/yolo3-keras-tensorflow
https://github.com/tspannhw/TensorflowOnYARN
https://github.com/tspannhw/nifi-gluoncv-yolo3
https://github.com/tspannhw/ApacheDeepLearning101
https://github.com/tspannhw/StrataNYC2018
https://github.com/tspannhw/UsingGluonCV
https://github.com/tspannhw/OpenSourceComputerVision
https://github.com/tspannhw/DWS-DeepLearning-CrashCourse
https://github.com/tspannhw/IoTFusion2018Talk
https://github.com/tspannhw/nifi-tesseract-python
https://github.com/tspannhw/nifi-yolo3
https://github.com/tspannhw/mxnet-for-iot
https://github.com/tspannhw/livysparkjob

I started to do some video content in 2018, look for more of this than you will ever want to watch coming in 2019.

https://www.youtube.com/watch?v=u4NZHBDyf54&list=PL-7XqvSmQqfTEtNbnITDrgycfn3uny8LM&index=5&t=10s
https://www.youtube.com/watch?v=5w6rV7562xM&list=PL-7XqvSmQqfTEtNbnITDrgycfn3uny8LM&index=7&t=1497s
https://www.youtube.com/watch?v=bOfSnNVum_M&list=PL-7XqvSmQqfTEtNbnITDrgycfn3uny8LM&index=8&t=409s
https://www.youtube.com/watch?v=ksDKNp6Z4BE&list=PL-7XqvSmQqfTEtNbnITDrgycfn3uny8LM&index=9&t=39s
https://www.youtube.com/watch?v=J23wgoIknP0&list=PL-7XqvSmQqfTEtNbnITDrgycfn3uny8LM&index=10&t=0s
https://www.youtube.com/watch?v=uU9HO3SWbOs&list=PL-7XqvSmQqfTEtNbnITDrgycfn3uny8LM&index=11&t=158s
https://www.youtube.com/watch?v=N0NLJo5y7RQ&list=PL-7XqvSmQqfTEtNbnITDrgycfn3uny8LM&index=13&t=1478s
https://www.youtube.com/watch?v=Q4dSGPvqXSA&list=PL-7XqvSmQqfTEtNbnITDrgycfn3uny8LM&index=16&t=0s

The Technology of 2018 That I most Used

  • Apache NiFi
  • Apache Kafka
  • NiFi Registry
  • MiniFi
  • Apache Spark
  • Hortonworks SMM
  • Hortonworks Data Plane Services
  • Apache MXNet
  • TensorFlow
  • Hadoop 3.1
  • HDP 3.1 and HDF 3.3
  • Apache Hive
  • Apache Ranger
  • Apache HBase
  • Apache Phoenix
  • Apache Druid
  • Spring Boot
  • Python 3.7
  • YOLO v3
  • MXNet GluonCV
  • Kubernetes
  • Hybrid Cloud
  • Blockchain and Cryptocurrencies

For a quick spin of the best of 2018, see here:

https://community.hortonworks.com/articles/151939/hdp-securitygovernance-demo-kit.html

I'll see you in 2019 as part of Cloudera with lots of new IoT, devices, AI, Deep Learning, NiFi, Kafka, Streaming and more.

!!! Happy Holidays !!!

96404-catchristmas.jpg

References

2017: https://community.hortonworks.com/content/kbentry/155338/my-year-in-review-2017.html

https://dzone.com/articles/dataworks-summit-2018-berlin-apache-nifi-wrapup

https://dzone.com/articles/2018-the-year-in-big-data

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