This R Markdown document demonstrates how to include inline mathematical expressions using LaTeX and how to insert an image with specified dimensions, then render the output as an HTML report in RStudio.

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This short analysis explores how Netflix and Amazon use recommender systems to personalize the user experience. It applies Bruce Temkin’s Scenario Design framework to examine goals from both the user’s and organization’s perspectives, with practical recommendations for improving transparency, personalization, and fairness.

Working with JSON data available through either of the APIs at https://www.nobelprize.org/about/developer-zone-2/, ask and answer 4 interesting questions, e.g. “Which country “lost” the most nobel laureates (who were born there but received their Nobel prize as a citizen of a different country)?” Mehreen Ali Gillani