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Jacek Kowalski
  • Male
  • Melbourne
  • Australia
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Jacek Kowalski's Page

Profile Information

Company:
Australian Unity
Job Title:
Chief Data Scientist
Seniority:
C-Level
Industry:
Insurance, Finance, Health Care
Short Bio:
PhD Statistics, years of experience in network analytics, machine learning, system performance analysis, forecasting demand, risk analysis, S-plus, R, Python.
LinkedIn Profile:
http://https://au.linkedin.com/in/jacekpk
Interests:
Networking, Recruiting

Jacek Kowalski's Blog

Learning Binary Classification by Simulations

Posted on November 12, 2017 at 12:30am 0 Comments

There are numerous aspects of data science that determine a project’s success; from posing the right questions through to identifying and preparing relevant data, applying suitable analytical techniques, and finally, validating the results. This article focuses on the importance of selecting the appropriate analytical technique by demonstrating how different binary classification algorithms can fail in detecting data patterns using freely…

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