Python fundamentals and Data science

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Python fundamentals and Data science

Initiative Description

This training addresses the growing interest on Python programming for modulation, modeling, systems simulation and experimental or statistical data processing


Details

Training Objectives

Give the participants the foundations on Python programming as well as the necessary know-how on data modeling, analysis and simulation with Python in the context of Data Science.

Training Contents

Python and Data Science (2h); Fundamentals of Python Programming (8h); Graphical Visualization with Python (2h); Multivariate Statistics and Data Reduction (4h); Regression Methods and Neural Networks (6h); Time Series Forecast I: Classical Methods (6h); Time Series Forecast II: Advanced Methods (4h).

Digital Innovation Hubs

PTCentroDiH

Technology

Technique

  • Practical exercices
  • Practical session in lab

Channel

  • Face to face
  • Blended

Technology Absortion Cycle

  • Implementation: supports the implementation and installation of the technology in an industrial setting.

Instruction Level

  • Fundation

Sector

  • Computer - Software

Education Level

  • Bachelor

Capacity

  • 10 to 20

Countries where training is provided

  • Portugal

Cities where training is provided

  • Covilhã

Languages this training can be provided

  • Portuguese and English