Data Science for Executives

While data science is remaining one of the most demanded professions, there is still a gap in the market between decision-makers and implementers. This course aims to fill the gap by introducing both primary and advanced data science concepts for managers. The course is designed to be high-level and intuitive without going deep into math and stats behind each model. By the end of the course, participants should be able to spot problems that are expected to be solvable by leveraging data science techniques, guide over the pool of models applicable for a specific case scenario as well as make decisions after final model is chosen.

Curriculum

  1. Introduction to types of Analytics
  2. Data Science ecosystem: tools, techniques and people
  3. Business problems and analytical models
  4. Data Science in business: applications
  5. Data-driven decision-making pitfalls
  6. Dashboards and visualization
  7. Developing and automating Data Science workflow

Prerequisites

  • No prerequisites

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