combined_Fundamental AI Concepts_study guide

Question 1

What is the primary function of generative AI?

Answer 1

Describe two use cases of Azure AI Vision.

Question 2

How does machine learning work in the context of training an AI model?

Answer 2

Explain the concept of “interpretability” or “intelligibility” in relation to AI transparency.

Question 3

Why is reliability and safety a crucial concern in the development of AI systems, especially in areas like healthcare?

Answer 3

Quiz Answer Key

Question 4

Explain how Microsoft Azure provides a platform for developing, deploying, and managing machine learning models. What are the core features of Azure Machine Learning, and how do they support the machine learning workflow, from development to deployment?

Answer 4

Explore the various use cases of AI across different industries, such as retail, healthcare, finance, and manufacturing. How is AI transforming business processes and solving complex problems? Provide specific examples of these transformations from the readings.

Question 5

Discuss the potential risks and challenges associated with AI technologies, specifically focusing on issues such as bias, privacy, and safety. How can these risks be mitigated, and what steps should organizations and developers take to ensure the responsible use of AI?

Answer 5

Glossary of Key Terms