Data Science Methodology

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Course Content

Module 1: From Problem to Approach and From Requirements to Collection

  • Course Introduction
    00:00
  • Data Science Methodology Overview
    00:00
  • Business Understanding
    00:00
  • Analytic Approach
    00:00
  • Data Requirements
    00:00
  • Data Collection
    00:00

1 reading

4 assignments

1 app item

7 plugins

Module 2: From Understanding to Preparation and From Modeling to Evaluation

4 assignments

2 app items

4 plugins

Module 3: From Deployment to Feedback and Final Evaluation

2 assignments

2 plugins

Module 4: Final Project and Assessment

4 readings

1 assignment

1 peer review

1 plugin

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