Other Challenges

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• Privacy in Data Science
• Backpropagation
• Gradient Descent Optimization & Challenges
• AI Verification and Validation
• Nuts and Bolts of Applying Deep Learning
• Digital Twins
• Occlusions
• Bio-inspired Computing

The Wall - Deep Learning

Deep neural nets are huge and bulky inefficient creatures that allow you to effectively solve a learning problem by getting huge amounts of data and a super computer. They currently trade efficiency for brute force almost every time.