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Final project: end-to-end data analysis

Bring the whole Professional Certificate in Data Analysis together in a real project from start to finish. You will start from an ambiguous business question and take it to an actionable insight: problem definition, acquisition with pandas and SQL, cleaning, EDA, visualization, statistical analysis and communication. The result is the flagship piece of your professional portfolio.

8 lessons 10 hours 900 XP

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Syllabus

Module 1 · Framing the project

  1. 1Anatomy of an end-to-end data project45 min
  2. 2Defining the problem and asking good questions50 min

Module 2 · Data: acquisition and cleaning

  1. 3Data acquisition: CSV, SQL and APIs50 min
  2. 4Data cleaning and preparation55 min

Module 3 · Exploration and analysis

  1. 5Exploratory data analysis (EDA)55 min
  2. 6Visualization for exploring and for communicating55 min
  3. 7Statistical analysis and inference on the case55 min

Module 4 · Communication and portfolio

  1. 8Communicating insights and building a portfolio55 min

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