Overview
Explore the evolution, current landscape, and future prospects of Data Science in this 46-minute conference talk by Ian Sharp at Devoxx. Delve into successful innovation-to-production patterns, available technology frameworks, and an Analytical Design Pattern applying Machine Learning to IoT data in real-time streams. Gain insights from Sharp's extensive experience across various industries as he discusses emerging trends in cognitive AI and Deep Learning. Learn about CERN, wargaming, end-to-end platforms, and analytical design patterns using tools like Hive and Big Data Discovery. Examine visualization techniques, correlation, data binding, and streams analytics while considering future challenges and the importance of context in Data Science applications.
Syllabus
Introduction
Reality
CERN
Wargaming
Endtoend platform
Analytical design patterns
Hive
Big Data Discovery
Example
Visualisation
The Nub
Jupiter
Correlation
Data Binding
Big beefy nodes
Streams analytics
What weve done
You have choices
Design patterns
Future challenges
Context
Leonardo DiCaprio
Summary
Taught by
Devoxx