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Python for data analysis: fundamentals

Learn Python from scratch with your eyes on data. You will master variables, collections, control flow, functions and reading CSV files to make your first analytical calculations using only the standard library. It is the ideal starting point of the Professional Certificate in Data Analysis.

10 lessons 8 hours 500 XP

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Syllabus

Module 1 · Environment and first steps

  1. 1Installing Python and setting up your work environment45 min
  2. 2Variables and basic data types50 min
  3. 3Working with text strings50 min

Module 2 · Data structures

  1. 4Lists and tuples50 min
  2. 5Dictionaries and sets50 min

Module 3 · Logic and reuse

  1. 6Control flow: conditionals and loops50 min
  2. 7Functions: organise and reuse your code50 min
  3. 8List comprehensions45 min

Module 4 · Data with standard Python

  1. 9Modules and the standard library45 min
  2. 10Reading CSV files and first calculations with data55 min

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