Modern data pipeline - Big Data Technology Warsaw Summit
Modern data pipeline
From raw data, to ML predictions. Building an entire Data, Analytics and ML pipeline within one Cloud.
Time Box
11.04 10.00 - 12.00
Workshop Formula
90min introduction and demo of environment + 30min Q&A
Who are the addressees of the workshop?
Technical leaders (CIOs, CDOs, Team leaders) thinking about migrating data to the cloud. They recognize the potential benefits of migrating data to the cloud, such as reduced infrastructure costs, improved data security, and the ability to harness advanced analytics and machine learning capabilities.
Requirements
Basic knowledge of Database concepts and SQL
Participant's ROI
The goal is to acquire proficiency in utilising tools that enable swift execution of Extract, Load, Transform (ELT) processes alongside Machine Learning (ML) techniques, facilitating efficient data processing. Additionally, discovering new data visualisation tools is essential for effectively communicating insights derived from data analysis and ML predictions.
Agenda
- Transforming data from a public dataset
- ML predictions on preprocessed dataset
- Visualizing data outcome
Participants limit
No limitations
Session leader:
Devoteam G Cloud
Devoteam G Cloud