Python in Data Science for Beginners – Summer 2021

Python in Data Science for Beginners – Summer 2021

  • Date de début 12 juillet 2021
  • Durée 15 hours
  • Lieu Distance Learning
  • 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

12th July 2021 to 23rd July 2021
Monday to Friday, during 2 weeks from 12:00 pm to 1:30 pm

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

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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