tensorflow Archives - Page 2 of 2

Model Serving: Stream Processing vs. RPC / REST with Java, gRPC, Apache Kafka, TensorFlow

ByKai Waehner
9. July 2018
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Machine Learning / Deep Learning models can be used in different ways to do predictions. Natively in the application or hosted in a remote model server. Then you combine stream processing with RPC / Request-Response paradigm. This blog post shows examples of stream processing vs. RPC model serving using Java, Apache Kafka, Kafka Streams, gRPC and TensorFlow Serving.

ByKai Waehner
9. May 2018
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I had a new talk presented at “Codemotion Amsterdam 2018” this week. I discussed the relation of Apache…

ByKai Waehner
13. February 2018
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At OOP 2018 conference in Munich, I presented an updated version of my talk about building scalable, mission-critical…

ByKai Waehner
27. October 2017
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I am happy that my first official Confluent blog post was published and want to link to it from by blog: How to Build and Deploy Scalable Machine Learning in Production with Apache Kafka

ByKai Waehner
4. October 2017
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Apache Kafka + Kafka Streams to Produductionize Neural Networks (Deep Learning). Models built with TensorFlow, DeepLearning4J, H2O. Slides from JavaOne 2017.

ByKai Waehner
7. September 2017
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I do a lot of presentations these days at meetups and conferences about how to leverage Apache Kafka and Kafka Streams to apply analytic models (built with H2O, TensorFlow, DeepLearning4J and other frameworks) to scalable, mission-critical environments. As many attendees have asked me, I created a video recording about this talk (focusing on live demos).

ByKai Waehner
24. April 2017
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Deep Learning gets more and more traction. It basically focuses on one section of Machine Learning: Artificial Neural…

Technology Evangelist

Kai Waehner

tensorflow

Machine Learning Trends of 2018 combined with the Apache Kafka Ecosystem

Apache Kafka + Machine Learning => Confluent Blog Post and Github Project

Deep Learning in Real Time with TensorFlow, H2O.ai and Kafka Streams (Slides from JavaOne 2017)

Kafka Streams + H2O.ai + TensorFlow (Video Recording / Live Demo)

Visual Analytics + Open Source Deep Learning Frameworks

Technology Evangelist

Apache Kafka vs. Middleware (MQ, ETL, ESB) – Slides + Video

Deep Learning Example: Apache Kafka + Python + Keras + TensorFlow + Deeplearning4j

A New Era in Dynamic Pricing: Real-Time Data Streaming with Apache Kafka and Flink

Fraud Prevention in Under 60 Seconds with Apache Kafka: How A Bank in Thailand is Leading the Charge