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Mark Needham

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The Real-Time Analytics StackJfokus 20232023-02-06
Argues a lean, cloud‑native RTA stack that replaces Lambda with a simple pipeline: events into Kafka, stream joins via Kafka Streams, materialized into Apache…
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Building a Real-time Analytics Application with Apache Pulsar and Apache PinotOSA Con 20222022-11-15
Live pipeline ingests Wikimedia server‑sent events with the Pulsar Python client, publishes to a Pulsar topic, and lets an Apache Pinot real-time table consume…
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Real-time Analytics: Going Beyond Stream Processing With Apache PinotBig Data LDN 20222022-09-21
Demo builds a realtime pipeline that pulls the Wikimedia RecentChanges SSE feed into Python, writes events to Apache Kafka, ingests them into a real‑time…
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Real-Time Analytics: Going Beyond Stream Processing with Apache PinotOpen Source Summit Latin America 2022: Open AI + Data Forum2022-08-23
A working pipeline ingests the Wikimedia recent-changes stream into Python, writes to Kafka, and consumes into Apache Pinot with a Streamlit dashboard that…
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Real-Time Analytics: Going Beyond Stream Processing with Apache PinotOpen Source Summit Latin America 20222022-08-23
Real-time analytics pipeline uses a Wikimedia server‑sent events feed, a Python producer, Apache Kafka for streaming, and Apache Pinot as a columnar OLAP store…
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Building a recommendation engine with Python and Neo4jPyData London 20162016-05-06
PyData London 2016 In this session Mark will show how to build a meetup.com recommendation engine using Neo4j and Python. Our solution will be a hybrid which…
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