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Wed Dec 13 · 1:30 PM SESSION #50451

Machine Learning Data Pipelines

Daniel Hinojosa
Daniel Hinojosa
INDEPENDENT CONSULTANT
01 / ABOUT THIS SESSION

This workshop builds an entire event driven data pipeline with Machine Learning and Kafka. From Kafka where we use producers or Kafka Connect to generate information, we then will Kafka Streams to apply a machine learning model to make business decisions.

This intensive lab will start by integrating sources into our backplane, then train our models, and operationalize our model using Kafka Streams. We will then create result topics when we can read in as a report and display visualizations of our data. The result will also be scalable and fault tolerant.

02 / SESSION DETAILS
FORMAT
90-minute session
ROOM
SUNSET SALON
All signal.
Zero fluff.
DECEMBER 11 - 14, 2023 · OPAL SANDS RESORT · CLEARWATER, FL