AI in Manufacturing – a Technical Perspective (#AIFightsBack series) Presented by Steph Locke, CEO @ Nightingale HQ T: @theStephLocke Li: /stephanielocke Covers: - Overview of AI: AI performs “cognitive” tasks - Key areas of AI + Machine learning & data science + Robots may be AI - AI & ML: What techniques are we most likely to use? + Core AI tasks + Computer vision + Speech + Language + Core ML tasks + Classification + Common classification methods + Decision trees: Identify ways to split data to get cleanest outcome groups + Regression: Predicts the chances of something happening + Neural networks: Uses multiple iterations to predict the chances + Anomaly detection + Anomaly detection types + Point anomalies: Unusual inside the whole dataset + Contextual anomalies: Unusual compared to neighbouring values + Collective anomalies: Connected records that are unusual + Patterns + K-means clustering: Group records based on “distance” + Hierarchical clustering: A multi-level grouping of records + Associations: Identify co-occurrences and correlations - Critical infrastructure: What do we need to have in place? + Data + Data lake - Conclusion + What should I do next? + Key areas of AI + The process Resources - 7 Quick-win AI Projects paper https://cdn2.hubspot.net/hubfs/5410772/7 Quick Wins/7 Quick Win AI Projects-1.pdf - AI in Manufacturing article https://blog.nightingalehq.ai/ai-in-manufacturing - More AI in manufacturing webinars https://nightingalehq.eventbrite.com/ - McKinsey on the future of pharma QC https://www.mckinsey.com/industries/pharmaceuticals-and-medical-products/our-insights/digitization-automation-and-online-testing-the-future-of-pharma-quality-control - Otis ONE https://www.otis.com/en/hk/otis-signature-service/otis-one/ - ZEISS investment https://www.zeiss.com/corporate/int/innovation-and-technology/zeiss-ventures/investment-strategy/artificial-intelligence-and-image-data.html - Amgen manufacturing deviation https://www.bioprocessonline.com/doc/how-amgen-uses-ai-tools-to-improve-manufacturing-deviation-investigations-0001 - Edera Safety with Autodesk https://www.autodesk.com/solutions/generative-design/manufacturing?wvideo=0fgcc0xfxw - Speedy Hire inventory management https://peak.ai/hub/success-story/speedy/