Deep Learning and Predictive Maintenance with MATLAB - Istanbul
Konuşmacı : Dr. Matthias Sommer
Yer : Teknopark İstanbul - Konferans Salonu / Pendik- İstanbul
Tarih : 13 Eylül 2019
Saat : 13.30 – 17.00

Agenda:

14:00-14:10 Welcome

14:10-15:10 Demystifying Deep Learning
• Managing, labelling and preprocessing data sets (images, signals, text, etc.)
• Creating, analyzing, and visualizing networks
• Reinforcement learning

15:10-15:30 Break

15:30-16:00 Predictive Maintenance
• Generating synthetic data from Digital Twins
• Pre-processing, feature extraction, identifying condition indicators
• Estimating the Remaining Useful Lifetime of a pump

16:00-16:30 Deploying applications to embedded GPU hardware
• MATLAB Processing on a GPU
• Performance Optimization
• Generating CUDA Code

16:30-17:00 Questions and discussion

Product Focus:
• Statistics and Machine Learning Toolbox
• Deep Learning Toolbox
• Signal Processing Toolbox
• Predictive Maintenance Toolbox
• GPU Coder

Why attend:
• Learn from live demonstrations
• Hear how other customers have used MathWorks products to benefit from the latest trends
• Discover new features from the latest releases
• Address the challenges of developing complex applications with an integrated toolchain
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