Page 50 - AI & Machine Learning for Beginners: A Guided Workbook
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Healthcare Applications
Disease Diagnosis: AI systems analyze medical images to detect
diseases, such as cancer, with accuracy comparable to that of
human doctors.
Drug Discovery: ML accelerates the identification of potential
medications by predicting how different compounds might interact
with disease targets.
Patient Monitoring: AI continuously analyzes patient data to alert
healthcare providers of potential issues. Problems before they
become serious.
Activity: If you were designing an AI system for
healthcare, what problem would you want it to solve and
why?
☐ ________________________________________________________________________
☐ ________________________________________________________________________
☐ ________________________________________________________________________
Finance Applications
Fraud Detection: ML systems identify unusual patterns in
transactions that might indicate fraudulent activity.
Algorithmic Trading: AI analyzes market data to make trading
decisions at speeds impossible for humans.
Credit Scoring: ML models assess creditworthiness by analyzing
various factors beyond traditional credit histories.
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