Diplom / Abschluss des Anbieters

Machine and Deep Learning

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Program overview

  • Type of course
    Berufsorientierte Weiterbildung
  • Degree
    Diplom / Abschluss des Anbieters Certificate of completion
  • Course language
    Englisch
  • Time commitment
    Short programme (< 200 hours or < 20 days), Alongside employment, Part-time
  • Duration

    1 semaine

What the program looks like

  • Regression (linear, logistic);
  • classification (K-NN);
  • dimensionality reduction (PCA);
  • support vector machines;
  • clustering (K-means);
  • decision trees;
  • Bayesian learning;
  • neural networks;
  • deep neural networks (CNN, RNN and LSTM);
  • data cleaning;
  • models’ evaluation and features selection.

Admission

Participants are expected to:
Bring their personal computers during the course with full administrative rights.
Be familiar with the basic use of R and Python.  Have basic familiarity with linear algebra and statistics.

Public cible

Big data and business intelligence technicians; Business analysts;
Big data and business intelligence project managers;
Students from universities and schools of applied sciences at master level or higher

Costs

CHF 1400 (tout compris) pour les professionnels, CHF 700 pour les étudiants

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