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Data Science & Analytics Topics
Statistical analysis, data analytics, big data technologies, and data visualization. Covers statistical methods, exploratory analysis, and data storytelling.
Data Storytelling and Insight Communication
Turning analysis into a persuasive, decision-ready narrative for non-technical stakeholders. Covers structuring an insight, translating statistical results into plain language, framing recommendations and trade-offs, and tailoring the message to the audience. Emphasizes driving action, not just presenting numbers.
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Estimation and Quantitative Reasoning
Producing defensible numeric estimates with limited data. Covers market sizing, back-of-the-envelope estimation, structuring assumptions, and sanity-checking magnitudes. Emphasizes transparent reasoning and reasonable approximation over false precision.
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