Teaching

Here you can find the list of University courses I have been working on as lecturer.

Deep Learning for Natural Language Processing

• University of Basque Country
• 2019/2020 - …
• MsC in Language Analysis and Processing.
• Multimodal deep learning.

Computer Vision

• University of Basque Country
• 2019/2020 - …
• MsC in Computational Science and Intelligent Systems.
• Histogram operations and filtering, color space models and transformations, image transformations, neural networks, convolutional neural networks, object detection and segmentation, generative models.

Data mining

• University of Basque Country
• 2019/2020 - …
• Computer Science Degree.
• K-NN, Decision trees, Bayesian classifiers, Neural Networks, Clustering, Evaluation, Variable selection.

Statistical Methods in Engineering

• University of Basque Country
• 2019/2020 - …
• Computer Science Degree.
• Descriptive statistics, basic probability calculus, probability distributions, sampling and simulation, statistical inference, hypthesis testing.

Calculus

• University of Basque Country
• 2018/2019 - …
• Computer Science Degree.
• Multi-variable functions, differentiability, integrals and differential equations.

Programming III

• University of Deusto
• 2015/2016 - 2018/2019
• Double Degree on Business Admnistration and Computer Science.
• Advanced Java, including unit-testing, GUI development, databases and files management, data structures and algorithms.

Programming IV

• University of Deusto
• 2015/2016 - 2018/2019
• Double Degree on Business Admnistration and Computer Science.
• C and C++, including pointers, arrays, classes, inherintance and interfaces.

Software Design

• University of Deusto
• 2015/2016 - 2018/2019
• Double Degree on Business Admnistration and Computer Science.
• Software architectures, client-server architectures and object oriented software design patterns.

Software Requirements

• University of Deusto
• 2016/2017 - 2018/2019
• Double Degree on Business Admnistration and Computer Science.
• Requirements engineering, UML modelling, object oriented analysis and conceptual domain model.