Predictive Analytics in Manufacturing - In this interview, Kudzai Manditereza talks to Maciek Wasiak who is the CEO of Xpanse AI
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EPISODE LINKS
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Xpanse AI Website: xpanse.ai/
Maciek Wasiak on LinkedIn: / mawasiak
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Outline
0:00​ - Introduction
1:21 - Xpanse AI
3:19 - Introduction to Predictive Analytics
6:54 - Real-World Data Science Use Cases in Manufacturing
11:33 - Semiconductor Fabrication Predictive Analytics Solution Demo
18:55 - Traditional vs Automated Predictive Analytics
26:27 - Predictive Analytics Workflow Based on AI and ML
34:56 - Identifying and qualifying plant-floor data sources for Predictive Analytics
38:08 - Managing plant-floor data variety for Predictive Modelling
44:00 - Predictive Modelling Techniques
46:13 - Meeting plant-floor real-time requirements with ML Processes
48:15 - Role played by domain-level expertise in Predictive Analytics
49:34 - Role Played by Industrial System Integrators in Predictive Analytics implementation
50:44 - Challenges in working with AI and ML platforms for non Data Scientists
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