Introduction to machine learning for scientific computing (PhD course)

Europe/Madrid
4-4-4426 - Seminari Física Teòrica (Campus Burjassot)

4-4-4426 - Seminari Física Teòrica

Campus Burjassot

20
Descripción

The University of Valencia, in collaboration with IFIC, organizes this PhD course which will be given by Antonio Marquina, Facultad de Matemáticas UV.

Contents of the Lectures: 

  1. Introduction to Python
  2. Preliminaries: The lanscape of Machine Learning
  3. Linear Algebra and learning from data
  4. Introduction to Neural Networks
  5. Implementing ML-algorithms with NumPy, Scikit-Learn y TensorFlow


ONLY  PhD Students can attend this course - Limited number of places -. Please REGISTER if you wish to attend.  

Schedule: 6-7 weeks: Tuesdays, 9:30-12:30. 2 extra practical sessions at the end (schedule to be fixed during the course).
The progamme's extended version is available. See the attached PDF file.

    • 9:30 12:30
      session: 1 of several
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