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All Blog Posts Tagged 'Streaming' (5)

Model Serving: Stream Processing vs. RPC / REST - A Deep Learning Example with TensorFlow and Kafka

Machine Learning / Deep Learning models can be used in different ways to do predictions. My preferred way is to deploy an analytic model directly into a stream processing application (like Kafka Streams or KSQL). You could e.g. use the …

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Added by Kai Waehner on July 8, 2018 at 4:26pm — No Comments

Characteristics of Good Visual Analytics and Data Discovery Tools

Visual Analytics and Data Discovery allow analysis of big data sets to find insights and valuable information. This is much more than just classical Business Intelligence (BI). See this article for more details and motivation: "Using Visual Analytics to Make Better Decisions: the Death Pill Example". Let's take a look at important characteristics to choose the right tool for…

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Added by Kai Waehner on July 27, 2016 at 10:00pm — No Comments

Collaborative Business Intelligence Aspects

Collaborative business intelligence is an environment In which users can communicate and collaborate each other with ease, they are able to sharing information, ideas, and decision making in their communities.

Information retention

Each and every day, no one holds the millions of data items of intellectual property (telephone calls , conversations, and e-mails) in companies and organizations across the world. Using important collaborative software to…

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Added by Priyanka Jain on May 19, 2016 at 9:00pm — No Comments

Unraveling Real-Time Predictive Analytics

As a product manager in the domain of predictive analytics, I own the responsibility to build predictive analytics capabilities for consumer facing and/or enterprise platforms; the business applications vary among item recommendations for consumers, prediction of event outcomes based on classification models, demand forecasting for supply optimization, and so on. We usually see the applications where the predictive model built using machine learning technique(s) is leveraged to score the new…

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Added by Ram Sangireddy on October 6, 2014 at 5:53pm — No Comments

Spark Streaming: Real-time Hadoop

Spark and Spark Streaming are two components of the "Berkeley Data Analytics Stack" (BDAS).  Spark Streaming is one of the few open source options available for "Real-time Big Data".  See my slides and 35-minute presentation from last night, which was part of Global Big Data Week:

 

http://technicaltidbit.blogspot.com/2013/04/presentation-on-spark.html

Added by Michael Malak on April 24, 2013 at 12:55pm — No Comments

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