Code in Python for Data Science

Code in Python for Data Science

Code in Python for Data Science
  • Date de début 22 octobre 2020 - 09:00
  • Durée 2 days
  • Lieu Digital training organised in eCourses
  • Langue Anglais
  • Prix HT 800.00 
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Contexte de la formation

Discover how to use Python and its most popular libraries in Data Science

This hands-on training gets you started with the most popular language in Data Science. In the first part, you will learn the basics of programming in Python. Then, the second part will be a practical approach to the NumPy (Numerical Python), Pandas (Python data analysis library) and Matplotlib (Visualisation with Python) libraries which will allow you to illustrate your data analysis efficiently.

Objectifs

After this digital training, you will be able to:

  • Code in Python
  • Discover the libraries NumPy and Pandas
  • Create data analysis visualisations with Matplotlib

Programme de la formation

October 22nd – Python Programming

  • Introduction to Python and computer programming
  • Data types, variables, basic input-output operations, basic operators
  • Boolean values, conditional execution, loops, lists and list processing, logical and bitwise operations
  • Functions, tuples, dictionaries, and data processing

October 23rd – NumPy, Pandas & Matplotlib

  • NumPy
    • Numpy Arrays
    • Built-in Methods
    • Array Attributes and Methods
    • NumPy Indexing and Selection
    • Broadcasting
    • Indexing a 2D array (matrices)
    • NumPy Operations
  • Pandas
    • Series
    • DataFrames
    • Missing Data
    • GroupBy
    • Merging, Joining, and Concatenating
    • Operations
    • Data Input and Output
  • Matplotlib for visualisation

Intervenants

Organised by Competence Center
Jaruwan MESIT, Ph.D. Project Manager
+352 26 15 92 42 | jaruwan.mesit@competence.lu

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