Search Results for: spark
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Enterprise Java
Apache Kafka Streams + Machine Learning (Spark, TensorFlow, H2O.ai)
I started at Confluent in May 2017 to work as Technology Evangelist focusing on topics around the open source framework…
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Core Java
Apache Spark RDD and Java Streams
A few months ago, I was fortunate enough to participate in a few PoCs (proof-of-concepts) that used Apache Spark. There,…
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Enterprise Java
Performance Tuning of an Apache Kafka/Spark Streaming System
Real-world case study in the telecom industry Debugging a real-life distributed application can be a pretty daunting task. Most common…
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Software Development
Monitoring Real-Time Uber Data Using Spark Machine Learning, Streaming, and the Kafka API (Part 2)
This post is the second part in a series where we will build a real-time example for analysis and monitoring…
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Software Development
Monitoring Real-Time Uber Data Using Spark Machine Learning, Streaming, and the Kafka API (Part 1)
According to Gartner, by 2020, a quarter of a billion connected cars will form a major element of the Internet…
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Software Development
Apache Spark: A Quick Start With Python
Spark Overview As per the official website, “Apache Spark is a fast and general engine for large scale data processing”…
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Software Development
Predicting Breast Cancer Using Apache Spark Machine Learning Logistic Regression
In this blog post, I’ll help you get started using Apache Spark’s spark.ml Logistic Regression for predicting cancer malignancy. Spark’s…
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Software Development
How to Get Started with Spark Streaming and MapR Streams Using the Kafka API
This post will help you get started using Apache Spark Streaming for consuming and publishing messages with MapR Streams and the Kafka…
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Enterprise Java
Apache Spark Packages, from XML to JSON
The Apache Spark community has put a lot of effort into extending Spark. Recently, we wanted to transform an XML…
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