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 following entry.

2011-2012. Probability and Statistics

Polytechnic University of Madrid (UPM)

Part-time lecturer, teaching syllabus:

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