Category: Data
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Case Study: Leveraging Machine Learning for Spoken Media Analysis – Share of Voice of Puerto Rico’s Political Figures in 2024
This is the first in a series of articles where I share my findings exploring Speech-to-Text (STT) ML models to transcribe and analyze spoken content in news media. In this article, I discuss how STT output can be used for automatic mention detection and tracking metrics such as Share of Voice of political figures in…
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Challenges and Benefits of the Analytics Engineer Role
The Analytics Engineer is a relatively new role that emerged during the “Modern Data Stack” trend of the last 5-10 years. In this article, I discuss some of the learnings, challenges, and benefits that I have experienced while adopting this role in my team.