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Data science and statistical learning

  • School / Prep

    PREPA DES INP

Internal code

JP4SCIAP

Description


More or less structured data formats (csv and/or json)
Web scraping (in Python with the "Beautiful Soup" module)
Data parsing and transformation (Python with the "pandas" module)
Data analysis and visualization (elementary statistics, graphs in Python)
Elementary statistical learning with methods such as LDA / PCA or linear models

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Teaching hours

  • CIIntegrated courses18,67h
  • TDMMachine Tutorial1,33h

Assessment of knowledge

Initial assessment / Main session - Tests

Type of assessmentType of testDuration (in minutes)Number of testsTest coefficientEliminatory mark in the testRemarks
Integral Continuous ControlProctored homework1