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Online Machine Learning Based on Kafka Streams - Pollution Prediction System

Offered By: Devoxx Poland via YouTube

Tags

Kafka Streams Courses Machine Learning Courses Java Courses Distributed Systems Courses Online Learning Courses Data Processing Courses

Course Description

Overview

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Explore a conference talk from Devoxx Poland 2021 where Robert Gonciarz presents a small system predicting pollution levels using historical and current weather conditions. Discover how Kafka Streams can be applied to solve similar problems in machine learning. Learn about the development process and insights gained from several months of work on this project. Examine the open-source code provided by Worldremit for study purposes. Gain valuable knowledge on implementing online machine learning techniques with Kafka Streams, applicable to various data-driven scenarios. Benefit from the speaker's 15+ years of experience as a backend developer in distributed systems.

Syllabus

Lecture took place on Wednesday 25th August 2021 at in Room 4


Taught by

Devoxx Poland

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