Teaching


2018-2019. Deep Learning for AI

Polytechnic University of Catalonia (UPC).

Final project instructor, guiding students with their final projects, from topic selection, deep learning framework selection, technical approach to follow, implementation, cloud environment setup, etc.


2017-2018. Deep Learning for AI

Polytechnic University of Catalonia (UPC).

Teaching assistant at the practical sessions, including:

  • Keras and TensorBoard
  • PyTorch
  • TensorFlow

2017-2018. Introduction to Deep Learning

Polytechnic University of Catalonia (UPC).

In charge of project sessions, including:

  • Linear and logistic regression in Keras.
  • Multilayer perceptron in Keras.
  • Multiclass classification and ConvNets.
  • Model performance evaluation metrics.

2017-2018. Matlab and its Applications in Engineering

Polytechnic University of Catalonia (UPC).

Subject taught online. In charge of preparing and grading assingments and final project.


2012-2013. Probability and Statistics

Polytechnic University of Madrid (UPM). Same syllabus as the next entry.


2011-2012. Probability and Statistics

Polytechnic University of Madrid (UPM)

Part-time lecturer, teaching:

  • Descriptive statistic analysis.
  • Foundations of probability theory.
  • Random variables, discrete and continuous.
  • Confidence intervals.
  • Hypothesis testing, parametric and non-parametric.

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