Overview
Explore how to deploy Wendelin, a free software platform for Big Data & Machine Learning, using SlapOS, a free software hyperconverged Operating System, in this 43-minute EuroPython Conference talk. Learn to create a complete Big Data infrastructure with out-of-core capabilities in just a few hours using these 100% Python-based tools. Discover the process of managing the "data life cycle" with Wendelin, covering data ingestion, analysis, visualization, and application integration. Gain insights into handling acquisition, analysis, and exploitation of data, making it suitable for IoT scenarios. Follow the step-by-step deployment of SlapOS infrastructure and Wendelin, including a use case demonstrating fluentd instance deployment for data ingestion. Witness live demos showcasing Jupiter's out-of-core Python capabilities for handling wav files stored on Wendelin and managing computer resource consumption data.
Syllabus
Introduction
Open Source Tools
latOS
Internet of Things
Sharing service
Deployment
PrintD
Scikitlearn
Uploading data
Configuration file
Demo
Taught by
EuroPython Conference