Episode 227: Team Data Science Process

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Description

In this episode of the ML mini series, we are introducing Microsoft Team Data Science Process, a process to improve the productivity of the data science organizations of enterprises, and demonstrating an open-source data science utility, named Interactive Data Exploration, Analysis, and Reporting, developed by Microsoft. We are trying to answer the following questions: 

  • [02:22] What is data science? Why data science is hard?
  • [11:13] What is Team Data Science Process (TDSP), why there is a need for TDSP?
  • [18:47] What does TDSP offer to improve the productivity of data science organizations?
  • [22:05] How does the Interactive Data Exploration, Analysis and Reporting (IDEAR) work? What problems is IDEAR helping address? 

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