15.6 - Practical Use Cases
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Practice Questions
Test your understanding with targeted questions
What is predictive analytics?
💡 Hint: Think about how recommendations are made based on past purchases.
What platform is used for healthcare image classification?
💡 Hint: Remember the cloud platform known for strong AI capabilities.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is the primary use of AWS SageMaker?
💡 Hint: Think about the purpose of a platform focused on machine learning.
True or False: GCP's Vertex AI is used for e-commerce financial analysis.
💡 Hint: Consider what each platform is known for.
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Challenge Problems
Push your limits with advanced challenges
Design a predictive model for a new startup e-commerce website aiming to customize recommendations. What data would you need, and how would you evaluate the model's performance?
💡 Hint: Consider user interaction data and how to measure accuracy.
Critically analyze the challenges of using deep learning in medical image classification. What strategies would you implement to mitigate these challenges?
💡 Hint: Think about ethical implications and how to ensure model reliability.
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Reference links
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