Super Data Science: ML & AI Podcast with Jon Krohn

465: Analytics for Commercial and Personal Success

Apr 27, 2021
Konrad Kopczynski, Managing Partner of Impakt Advisors, delves into the world of data analytics for success in both business and personal life. He shares insights on transforming data management in consumer packaged goods and highlights unique hiring strategies for data science roles. Konrad discusses mastering productivity through habit tracking and how storytelling enhances data analysis. He also shares anecdotes from his Iron Man triathlon journey and an extensive project on presidential biographies, showcasing the fusion of passion and analytics.
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ANECDOTE

Public Goods Case Study

  • Impact Advisors helped Public Goods, a New York e-commerce startup, build a robust data system.
  • They transitioned from manual Excel exports to automated reporting, improving data understanding and trust.
ANECDOTE

Real-Time P&L Case Study

  • Impact Advisors built a real-time P&L for a company running numerous weekly marketing campaigns.
  • This allowed them to quickly assess campaign profitability and customer quality based on purchase patterns.
ADVICE

Splink for Data Matching

  • Use Splink, a Python library running on Apache Spark, for efficient large-scale data matching.
  • This is particularly useful when working with millions of records and cloud deployments.
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